From d41a50a33bc056bd4bbf3032cc3ce900972b2fc2 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Thu, 29 Aug 2024 22:39:43 +0000 Subject: [PATCH] Implement dpnp.select (#1977) * Implement dpnp.select * Applied review comments * Added test for select function * removed old test for select function --------- Co-authored-by: vtavana <120411540+vtavana@users.noreply.github.com> f8378b0ee7bfdb17e885e4c6ebd2c93585d7b5f4 --- .buildinfo | 2 +- _modules/dpnp/dpnp_array.html | 6 +- _modules/dpnp/dpnp_flatiter.html | 6 +- _modules/dpnp/dpnp_iface.html | 6 +- _modules/dpnp/dpnp_iface_arraycreation.html | 6 +- _modules/dpnp/dpnp_iface_counting.html | 6 +- _modules/dpnp/dpnp_iface_histograms.html | 6 +- _modules/dpnp/dpnp_iface_indexing.html | 138 ++++++++++++++---- _modules/dpnp/dpnp_iface_libmath.html | 6 +- _modules/dpnp/dpnp_iface_linearalgebra.html | 6 +- _modules/dpnp/dpnp_iface_logic.html | 6 +- _modules/dpnp/dpnp_iface_manipulation.html | 6 +- 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reference/generated/dpnp.tril_indices.html | 6 +- .../generated/dpnp.tril_indices_from.html | 6 +- reference/generated/dpnp.trim_zeros.html | 6 +- reference/generated/dpnp.triu.html | 6 +- reference/generated/dpnp.triu_indices.html | 6 +- .../generated/dpnp.triu_indices_from.html | 6 +- reference/generated/dpnp.true_divide.html | 6 +- reference/generated/dpnp.trunc.html | 6 +- reference/generated/dpnp.unique.html | 6 +- reference/generated/dpnp.unwrap.html | 6 +- reference/generated/dpnp.vander.html | 6 +- reference/generated/dpnp.var.html | 6 +- reference/generated/dpnp.vdot.html | 6 +- reference/generated/dpnp.vstack.html | 6 +- reference/generated/dpnp.where.html | 6 +- reference/generated/dpnp.zeros.html | 6 +- reference/generated/dpnp.zeros_like.html | 6 +- reference/index.html | 6 +- reference/indexing.html | 6 +- reference/linalg.html | 6 +- reference/logic.html | 6 +- reference/manipulation.html | 6 +- reference/math.html | 6 +- reference/misc.html | 6 +- reference/ndarray.html | 6 +- reference/pad.html | 6 +- reference/polynomials.html | 6 +- reference/random.html | 6 +- reference/routines.html | 6 +- reference/sorting.html | 6 +- reference/special.html | 6 +- reference/statistics.html | 6 +- reference/ufunc.html | 6 +- search.html | 6 +- searchindex.js | 2 +- 513 files changed, 1700 insertions(+), 1560 deletions(-) diff --git a/.buildinfo b/.buildinfo index ef437638cb8..626d9cbe550 100644 --- a/.buildinfo +++ b/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: ad9affc1cbe5daa011cf19fa869aaa3b +config: 6eeeb3124d0bfae18d8669692a8d70bf tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/_modules/dpnp/dpnp_array.html b/_modules/dpnp/dpnp_array.html index 753e00a1cd9..f3fdea3dd29 100644 --- a/_modules/dpnp/dpnp_array.html +++ b/_modules/dpnp/dpnp_array.html @@ -12,7 +12,7 @@ - dpnp.dpnp_array — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation + dpnp.dpnp_array — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+165.g838dbda5ed6 + 0.16.0dev0+166.gf8378b0ee7b
diff --git a/_modules/dpnp/dpnp_flatiter.html b/_modules/dpnp/dpnp_flatiter.html index 58b3dba1b34..d53c7d81845 100644 --- a/_modules/dpnp/dpnp_flatiter.html +++ b/_modules/dpnp/dpnp_flatiter.html @@ -12,7 +12,7 @@ - dpnp.dpnp_flatiter — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation + dpnp.dpnp_flatiter — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+165.g838dbda5ed6 + 0.16.0dev0+166.gf8378b0ee7b
diff --git a/_modules/dpnp/dpnp_iface.html b/_modules/dpnp/dpnp_iface.html index 7207d9ea448..2cbc7686d38 100644 --- a/_modules/dpnp/dpnp_iface.html +++ b/_modules/dpnp/dpnp_iface.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation + dpnp.dpnp_iface — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+165.g838dbda5ed6 + 0.16.0dev0+166.gf8378b0ee7b
diff --git a/_modules/dpnp/dpnp_iface_arraycreation.html b/_modules/dpnp/dpnp_iface_arraycreation.html index adc49de4c0f..a04a14c041a 100644 --- a/_modules/dpnp/dpnp_iface_arraycreation.html +++ b/_modules/dpnp/dpnp_iface_arraycreation.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_arraycreation — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation + dpnp.dpnp_iface_arraycreation — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+165.g838dbda5ed6 + 0.16.0dev0+166.gf8378b0ee7b
diff --git a/_modules/dpnp/dpnp_iface_counting.html b/_modules/dpnp/dpnp_iface_counting.html index a3af43f8579..89b3cd49cf7 100644 --- a/_modules/dpnp/dpnp_iface_counting.html +++ b/_modules/dpnp/dpnp_iface_counting.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_counting — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation + dpnp.dpnp_iface_counting — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+165.g838dbda5ed6 + 0.16.0dev0+166.gf8378b0ee7b
diff --git a/_modules/dpnp/dpnp_iface_histograms.html b/_modules/dpnp/dpnp_iface_histograms.html index ea600fe057a..b2ca0f68314 100644 --- a/_modules/dpnp/dpnp_iface_histograms.html +++ b/_modules/dpnp/dpnp_iface_histograms.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_histograms — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation + dpnp.dpnp_iface_histograms — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+165.g838dbda5ed6 + 0.16.0dev0+166.gf8378b0ee7b
diff --git a/_modules/dpnp/dpnp_iface_indexing.html b/_modules/dpnp/dpnp_iface_indexing.html index c6fe842b0c4..3639e2db4e2 100644 --- a/_modules/dpnp/dpnp_iface_indexing.html +++ b/_modules/dpnp/dpnp_iface_indexing.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface_indexing — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation + dpnp.dpnp_iface_indexing — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+165.g838dbda5ed6 + 0.16.0dev0+166.gf8378b0ee7b
@@ -139,12 +139,11 @@

Source code for dpnp.dpnp_iface_indexing

 from .dpnp_algo import (
     dpnp_choose,
     dpnp_putmask,
-    dpnp_select,
 )
 from .dpnp_array import dpnp_array
 from .dpnp_utils import (
     call_origin,
-    use_origin_backend,
+    get_usm_allocations,
 )
 
 __all__ = [
@@ -632,7 +631,7 @@ 
Source code for dpnp.dpnp_iface_indexing
     :obj:`dpnp.put` : Replaces specified elements of an array with given values.
     :obj:`dpnp.copyto` : Copies values from one array to another, broadcasting
                          as necessary.
-    :obj:`dpnp.compress` : eturn selected slices of an array along given axis.
+    :obj:`dpnp.compress` : Return selected slices of an array along given axis.
     :obj:`dpnp.place` : Change elements of an array based on conditional and
                         input values.
 
@@ -1490,31 +1489,114 @@ 
Source code for dpnp.dpnp_iface_indexing
 
     For full documentation refer to :obj:`numpy.select`.
 
-    Limitations
-    -----------
-    Arrays of input lists are supported as :obj:`dpnp.ndarray`.
-    Parameter `default` is supported only with default values.
+    Parameters
+    ----------
+    condlist : list of bool dpnp.ndarray or usm_ndarray
+        The list of conditions which determine from which array in `choicelist`
+        the output elements are taken. When multiple conditions are satisfied,
+        the first one encountered in `condlist` is used.
+    choicelist : list of dpnp.ndarray or usm_ndarray
+        The list of arrays from which the output elements are taken. It has
+        to be of the same length as `condlist`.
+    default : {scalar, dpnp.ndarray, usm_ndarray}, optional
+        The element inserted in `output` when all conditions evaluate to
+        ``False``. Default: ``0``.
+
+    Returns
+    -------
+    out : dpnp.ndarray
+        The output at position m is the m-th element of the array in
+        `choicelist` where the m-th element of the corresponding array in
+        `condlist` is ``True``.
+
+    See Also
+    --------
+    :obj:`dpnp.where` : Return elements from one of two arrays depending on
+                       condition.
+    :obj:`dpnp.take` : Take elements from an array along an axis.
+    :obj:`dpnp.choose` : Construct an array from an index array and a set of
+                         arrays to choose from.
+    :obj:`dpnp.compress` : Return selected slices of an array along given axis.
+    :obj:`dpnp.diag` : Extract a diagonal or construct a diagonal array.
+    :obj:`dpnp.diagonal` : Return specified diagonals.
+
+    Examples
+    --------
+    >>> import dpnp as np
+
+    Beginning with an array of integers from 0 to 5 (inclusive),
+    elements less than ``3`` are negated, elements greater than ``3``
+    are squared, and elements not meeting either of these conditions
+    (exactly ``3``) are replaced with a `default` value of ``42``.
+
+    >>> x = np.arange(6)
+    >>> condlist = [x<3, x>3]
+    >>> choicelist = [x, x**2]
+    >>> np.select(condlist, choicelist, 42)
+    array([ 0,  1,  2, 42, 16, 25])
+
+    When multiple conditions are satisfied, the first one encountered in
+    `condlist` is used.
+
+    >>> condlist = [x<=4, x>3]
+    >>> choicelist = [x, x**2]
+    >>> np.select(condlist, choicelist, 55)
+    array([ 0,  1,  2,  3,  4, 25])
+
     """
 
-    if not use_origin_backend():
-        if not isinstance(condlist, list):
-            pass
-        elif not isinstance(choicelist, list):
-            pass
-        elif len(condlist) != len(choicelist):
-            pass
-        else:
-            val = True
-            size_ = condlist[0].size
-            for cond, choice in zip(condlist, choicelist):
-                if cond.size != size_ or choice.size != size_:
-                    val = False
-            if not val:
-                pass
-            else:
-                return dpnp_select(condlist, choicelist, default).get_pyobj()
+    if len(condlist) != len(choicelist):
+        raise ValueError(
+            "list of cases must be same length as list of conditions"
+        )
+
+    if len(condlist) == 0:
+        raise ValueError("select with an empty condition list is not possible")
+
+    dpnp.check_supported_arrays_type(*condlist)
+    dpnp.check_supported_arrays_type(*choicelist)
+
+    if not dpnp.isscalar(default) and not (
+        dpnp.is_supported_array_type(default) and default.ndim == 0
+    ):
+        raise TypeError(
+            "A default value must be any of scalar or 0-d supported array type"
+        )
+
+    dtype = dpnp.result_type(*choicelist, default)
+
+    usm_type_alloc, sycl_queue_alloc = get_usm_allocations(
+        condlist + choicelist + [default]
+    )
+
+    for i, cond in enumerate(condlist):
+        if not dpnp.issubdtype(cond, dpnp.bool):
+            raise TypeError(
+                f"invalid entry {i} in condlist: should be boolean ndarray"
+            )
+
+    # Convert conditions to arrays and broadcast conditions and choices
+    # as the shape is needed for the result
+    condlist = dpnp.broadcast_arrays(*condlist)
+    choicelist = dpnp.broadcast_arrays(*choicelist)
+
+    result_shape = dpnp.broadcast_arrays(condlist[0], choicelist[0])[0].shape
+
+    result = dpnp.full(
+        result_shape,
+        default,
+        dtype=dtype,
+        usm_type=usm_type_alloc,
+        sycl_queue=sycl_queue_alloc,
+    )
+
+    # Do in reverse order since the first choice should take precedence.
+    choicelist = choicelist[::-1]
+    condlist = condlist[::-1]
+    for choice, cond in zip(choicelist, condlist):
+        dpnp.where(cond, choice, result, out=result)
 
-    return call_origin(numpy.select, condlist, choicelist, default)

+    return result

 
 
 
diff --git a/_modules/dpnp/dpnp_iface_libmath.html b/_modules/dpnp/dpnp_iface_libmath.html
index d2e74a0e1b9..dd0ebf2a722 100644
--- a/_modules/dpnp/dpnp_iface_libmath.html
+++ b/_modules/dpnp/dpnp_iface_libmath.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_libmath — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.dpnp_iface_libmath — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_linearalgebra.html b/_modules/dpnp/dpnp_iface_linearalgebra.html
index bbe0ad6a3a6..218a375aa9d 100644
--- a/_modules/dpnp/dpnp_iface_linearalgebra.html
+++ b/_modules/dpnp/dpnp_iface_linearalgebra.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_linearalgebra — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.dpnp_iface_linearalgebra — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_logic.html b/_modules/dpnp/dpnp_iface_logic.html
index 34db5bfb8dd..48068ea6e43 100644
--- a/_modules/dpnp/dpnp_iface_logic.html
+++ b/_modules/dpnp/dpnp_iface_logic.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_logic — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.dpnp_iface_logic — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_manipulation.html b/_modules/dpnp/dpnp_iface_manipulation.html
index de04092489e..613a085e96d 100644
--- a/_modules/dpnp/dpnp_iface_manipulation.html
+++ b/_modules/dpnp/dpnp_iface_manipulation.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_manipulation — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.dpnp_iface_manipulation — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_mathematical.html b/_modules/dpnp/dpnp_iface_mathematical.html
index 7ad8c70eb73..6a055ed87ac 100644
--- a/_modules/dpnp/dpnp_iface_mathematical.html
+++ b/_modules/dpnp/dpnp_iface_mathematical.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_mathematical — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.dpnp_iface_mathematical — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_nanfunctions.html b/_modules/dpnp/dpnp_iface_nanfunctions.html
index 5a04eec27e2..3804ccc82c4 100644
--- a/_modules/dpnp/dpnp_iface_nanfunctions.html
+++ b/_modules/dpnp/dpnp_iface_nanfunctions.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_nanfunctions — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.dpnp_iface_nanfunctions — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_searching.html b/_modules/dpnp/dpnp_iface_searching.html
index 98d939f4ee5..1f33c776d48 100644
--- a/_modules/dpnp/dpnp_iface_searching.html
+++ b/_modules/dpnp/dpnp_iface_searching.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_searching — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.dpnp_iface_searching — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_sorting.html b/_modules/dpnp/dpnp_iface_sorting.html
index 83257c6429b..02b32e9159b 100644
--- a/_modules/dpnp/dpnp_iface_sorting.html
+++ b/_modules/dpnp/dpnp_iface_sorting.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_sorting — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.dpnp_iface_sorting — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_statistics.html b/_modules/dpnp/dpnp_iface_statistics.html
index f252006a5b2..7f2a247b98f 100644
--- a/_modules/dpnp/dpnp_iface_statistics.html
+++ b/_modules/dpnp/dpnp_iface_statistics.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_statistics — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.dpnp_iface_statistics — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_trigonometric.html b/_modules/dpnp/dpnp_iface_trigonometric.html
index 787d731fba1..18f556663a7 100644
--- a/_modules/dpnp/dpnp_iface_trigonometric.html
+++ b/_modules/dpnp/dpnp_iface_trigonometric.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_trigonometric — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.dpnp_iface_trigonometric — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_types.html b/_modules/dpnp/dpnp_iface_types.html
index 4a6d174ba33..d81d44e242b 100644
--- a/_modules/dpnp/dpnp_iface_types.html
+++ b/_modules/dpnp/dpnp_iface_types.html
@@ -12,7 +12,7 @@
     
     
   
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@@ -12,7 +12,7 @@
     
     
   
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diff --git a/dpctl.html b/dpctl.html
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Comparison Table NumPy/ DPNP/ CuPy

 
Here is a list of NumPy and CuPy APIs and its corresponding DPNP implementations.

 
- in DPNP column means that DPNP implementation is not provided yet.

-
NumPy(v1.23.5) / DPNP(v0.16.0dev0+165.g838dbda5ed6) / CuPy(v9.6.0) APIs

+
NumPy(v1.23.5) / DPNP(v0.16.0dev0+166.gf8378b0ee7b) / CuPy(v9.6.0) APIs

 

 
Summary

 
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
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-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.bincount.html b/reference/generated/dpnp.bincount.html
index d1e3ab83fc2..c124ccd6627 100644
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@@ -13,7 +13,7 @@
     
     
   
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
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-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.bitwise_and.html b/reference/generated/dpnp.bitwise_and.html
index 8efc8414c89..5defb11fead 100644
--- a/reference/generated/dpnp.bitwise_and.html
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@@ -13,7 +13,7 @@
     
     
   
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
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-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.bitwise_not.html b/reference/generated/dpnp.bitwise_not.html
index 310d2250a00..bfc4dd25466 100644
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.bitwise_not — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.bitwise_or.html b/reference/generated/dpnp.bitwise_or.html
index cd959517e21..6a48211590a 100644
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.bitwise_or — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.bitwise_xor.html b/reference/generated/dpnp.bitwise_xor.html
index 22b76525749..47157534bcf 100644
--- a/reference/generated/dpnp.bitwise_xor.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.bitwise_xor — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.broadcast_arrays.html b/reference/generated/dpnp.broadcast_arrays.html
index ffda128538f..5fcd13f71e3 100644
--- a/reference/generated/dpnp.broadcast_arrays.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.broadcast_arrays — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.broadcast_to.html b/reference/generated/dpnp.broadcast_to.html
index ee9e52be528..e8ecc88eca6 100644
--- a/reference/generated/dpnp.broadcast_to.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.broadcast_to — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.can_cast.html b/reference/generated/dpnp.can_cast.html
index 4d348e7a689..1ff482b1620 100644
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.can_cast — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.cbrt.html b/reference/generated/dpnp.cbrt.html
index 5b19db021df..c37b29831a3 100644
--- a/reference/generated/dpnp.cbrt.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.cbrt — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.ceil.html b/reference/generated/dpnp.ceil.html
index 13c815dfff2..a215be00126 100644
--- a/reference/generated/dpnp.ceil.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.ceil — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

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diff --git a/reference/generated/dpnp.choose.html b/reference/generated/dpnp.choose.html
index 57d14f49b19..ba3fc5e57d1 100644
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.choose — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

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diff --git a/reference/generated/dpnp.clip.html b/reference/generated/dpnp.clip.html
index 8ede17a0dd0..1ba6ca78e93 100644
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.clip — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.column_stack.html b/reference/generated/dpnp.column_stack.html
index a1903a61343..be8450bd900 100644
--- a/reference/generated/dpnp.column_stack.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.column_stack — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.concatenate.html b/reference/generated/dpnp.concatenate.html
index 5453dea77ec..c7f0dcc5e52 100644
--- a/reference/generated/dpnp.concatenate.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.concatenate — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.conj.html b/reference/generated/dpnp.conj.html
index df6e212abd2..31a5f360f52 100644
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.conj — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.conjugate.html b/reference/generated/dpnp.conjugate.html
index 816a7f61558..b62b0e2a7f5 100644
--- a/reference/generated/dpnp.conjugate.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.conjugate — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.convolve.html b/reference/generated/dpnp.convolve.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.convolve — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.copy.html b/reference/generated/dpnp.copy.html
index d102621bdea..3f9e072173a 100644
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-  dpnp.copy — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.copysign.html b/reference/generated/dpnp.copysign.html
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-  dpnp.copysign — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.copyto.html b/reference/generated/dpnp.copyto.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.copyto — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.correlate.html b/reference/generated/dpnp.correlate.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.correlate — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.cos.html b/reference/generated/dpnp.cos.html
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.cosh.html b/reference/generated/dpnp.cosh.html
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-  dpnp.cosh — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.count_nonzero.html b/reference/generated/dpnp.count_nonzero.html
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-  dpnp.count_nonzero — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.cov.html b/reference/generated/dpnp.cov.html
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.cumlogsumexp.html b/reference/generated/dpnp.cumlogsumexp.html
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-  dpnp.cumlogsumexp — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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-  dpnp.cumprod — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.cumsum.html b/reference/generated/dpnp.cumsum.html
index 441b7d29605..754c8da891e 100644
--- a/reference/generated/dpnp.cumsum.html
+++ b/reference/generated/dpnp.cumsum.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.cumsum — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.cumsum — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.deg2rad.html b/reference/generated/dpnp.deg2rad.html
index 1e632f74a06..51724ddf0a1 100644
--- a/reference/generated/dpnp.deg2rad.html
+++ b/reference/generated/dpnp.deg2rad.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.deg2rad — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.deg2rad — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.degrees.html b/reference/generated/dpnp.degrees.html
index 5f59877112c..219900f59b1 100644
--- a/reference/generated/dpnp.degrees.html
+++ b/reference/generated/dpnp.degrees.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.degrees — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.degrees — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.diag.html b/reference/generated/dpnp.diag.html
index 7a83231541a..dc7a32497f8 100644
--- a/reference/generated/dpnp.diag.html
+++ b/reference/generated/dpnp.diag.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.diag — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.diag — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.diag_indices.html b/reference/generated/dpnp.diag_indices.html
index 6dd84f09abd..dc90cb7c68e 100644
--- a/reference/generated/dpnp.diag_indices.html
+++ b/reference/generated/dpnp.diag_indices.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.diag_indices — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.diag_indices — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.diag_indices_from.html b/reference/generated/dpnp.diag_indices_from.html
index 606d2da9eb3..ba38c158076 100644
--- a/reference/generated/dpnp.diag_indices_from.html
+++ b/reference/generated/dpnp.diag_indices_from.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.diag_indices_from — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.diag_indices_from — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.diagflat.html b/reference/generated/dpnp.diagflat.html
index 61d57651e96..8b566b82de9 100644
--- a/reference/generated/dpnp.diagflat.html
+++ b/reference/generated/dpnp.diagflat.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.diagflat — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.diagflat — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.diagonal.html b/reference/generated/dpnp.diagonal.html
index 49773b3eff1..1c2646659ec 100644
--- a/reference/generated/dpnp.diagonal.html
+++ b/reference/generated/dpnp.diagonal.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.diagonal — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.diagonal — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.diff.html b/reference/generated/dpnp.diff.html
index 9d83e6aa00a..2b6b7f2438a 100644
--- a/reference/generated/dpnp.diff.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.diff — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.diff — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.digitize.html b/reference/generated/dpnp.digitize.html
index 37f6756609c..89908505ad3 100644
--- a/reference/generated/dpnp.digitize.html
+++ b/reference/generated/dpnp.digitize.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.digitize — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.digitize — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.divide.html b/reference/generated/dpnp.divide.html
index 390166a2386..4ea57b95f92 100644
--- a/reference/generated/dpnp.divide.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.divide — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.divide — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.dot.html b/reference/generated/dpnp.dot.html
index 64a58eee670..6f6211e045c 100644
--- a/reference/generated/dpnp.dot.html
+++ b/reference/generated/dpnp.dot.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.dot — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.dot — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.dpnp_array.dpnp_array.html b/reference/generated/dpnp.dpnp_array.dpnp_array.html
index 418c564fe71..ab11850a0ff 100644
--- a/reference/generated/dpnp.dpnp_array.dpnp_array.html
+++ b/reference/generated/dpnp.dpnp_array.dpnp_array.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.dpnp_array.dpnp_array — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.dpnp_array.dpnp_array — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.dstack.html b/reference/generated/dpnp.dstack.html
index da01b6dab93..39f8176d221 100644
--- a/reference/generated/dpnp.dstack.html
+++ b/reference/generated/dpnp.dstack.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.dstack — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.dstack — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.dtype.html b/reference/generated/dpnp.dtype.html
index 8cfa26ec2ae..ce8b0ca048a 100644
--- a/reference/generated/dpnp.dtype.html
+++ b/reference/generated/dpnp.dtype.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.dtype — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.dtype — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.ediff1d.html b/reference/generated/dpnp.ediff1d.html
index 576c514236d..c701c4f3dd4 100644
--- a/reference/generated/dpnp.ediff1d.html
+++ b/reference/generated/dpnp.ediff1d.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.ediff1d — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.ediff1d — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.einsum.html b/reference/generated/dpnp.einsum.html
index 816bde284e9..90388413496 100644
--- a/reference/generated/dpnp.einsum.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.einsum — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.einsum — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.einsum_path.html b/reference/generated/dpnp.einsum_path.html
index a04e3d1c4a5..80394b65679 100644
--- a/reference/generated/dpnp.einsum_path.html
+++ b/reference/generated/dpnp.einsum_path.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.einsum_path — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.einsum_path — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.empty.html b/reference/generated/dpnp.empty.html
index 24b5e0f2cd2..fbf3d60b178 100644
--- a/reference/generated/dpnp.empty.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.empty — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.empty — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.empty_like.html b/reference/generated/dpnp.empty_like.html
index 6000a4e1184..902553b6821 100644
--- a/reference/generated/dpnp.empty_like.html
+++ b/reference/generated/dpnp.empty_like.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.empty_like — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.empty_like — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.equal.html b/reference/generated/dpnp.equal.html
index 28ec66ad0c0..a608128c442 100644
--- a/reference/generated/dpnp.equal.html
+++ b/reference/generated/dpnp.equal.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.equal — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.equal — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.erf.html b/reference/generated/dpnp.erf.html
index 7152a4dfe04..dc713b1caa5 100644
--- a/reference/generated/dpnp.erf.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.erf — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.erf — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.exp.html b/reference/generated/dpnp.exp.html
index a8df08f8019..729fd892438 100644
--- a/reference/generated/dpnp.exp.html
+++ b/reference/generated/dpnp.exp.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.exp — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.exp — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.exp2.html b/reference/generated/dpnp.exp2.html
index 1599afa2bf9..7083dc5d552 100644
--- a/reference/generated/dpnp.exp2.html
+++ b/reference/generated/dpnp.exp2.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.exp2 — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.exp2 — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.expand_dims.html b/reference/generated/dpnp.expand_dims.html
index 84567f0f707..393de3cef9c 100644
--- a/reference/generated/dpnp.expand_dims.html
+++ b/reference/generated/dpnp.expand_dims.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.expand_dims — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.expand_dims — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.expm1.html b/reference/generated/dpnp.expm1.html
index 591295b3f25..8f4d8c0bce7 100644
--- a/reference/generated/dpnp.expm1.html
+++ b/reference/generated/dpnp.expm1.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.expm1 — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.expm1 — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.extract.html b/reference/generated/dpnp.extract.html
index 64331479629..b45115e92c3 100644
--- a/reference/generated/dpnp.extract.html
+++ b/reference/generated/dpnp.extract.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.extract — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.extract — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
@@ -156,7 +156,7 @@ 
dpnp.extractdpnp.copyto
Copies values from one array to another, broadcasting as necessary.

 

-
dpnp.compress
eturn selected slices of an array along given axis.

+
dpnp.compress
Return selected slices of an array along given axis.

 

 
dpnp.place
Change elements of an array based on conditional and input values.

 

diff --git a/reference/generated/dpnp.eye.html b/reference/generated/dpnp.eye.html
index b7ed2880d75..119c3d28cd0 100644
--- a/reference/generated/dpnp.eye.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.eye — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.eye — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.fabs.html b/reference/generated/dpnp.fabs.html
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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index b474aec014e..67792bcb1ba 100644
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -46,7 +46,7 @@
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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index 69dd3334cc9..215df7dcdba 100644
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index cb083758187..0e916068248 100644
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-  dpnp.ndarray.__truediv__ — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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-                0.16.0dev0+165.g838dbda5ed6
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-  dpnp.ndarray.conjugate — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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-                0.16.0dev0+165.g838dbda5ed6
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-                0.16.0dev0+165.g838dbda5ed6
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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index 96b10eca28b..90f9150a735 100644
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index 080557269e8..dedaa9908d1 100644
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@@ -13,7 +13,7 @@
     
     
   
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index 808ff3b63c7..3b64ec44978 100644
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@@ -13,7 +13,7 @@
     
     
   
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index 2617cd04953..9d92d4aaf2f 100644
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index 6f66c1e6e60..1c02845ab3f 100644
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@@ -13,7 +13,7 @@
     
     
   
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index 9c8e2ee3c6d..9c1b074c02f 100644
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@@ -13,7 +13,7 @@
     
     
   
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index 6254da6db38..292fcd765d5 100644
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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index 12dc1ab7489..c7834df3755 100644
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@@ -13,7 +13,7 @@
     
     
   
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@@ -13,7 +13,7 @@
     
     
   
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             Data Parallel Extension for NumPy
           
               

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diff --git a/reference/generated/dpnp.random.geometric.html b/reference/generated/dpnp.random.geometric.html
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@@ -13,7 +13,7 @@
     
     
   
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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index a4dd46f63e2..55fca254b69 100644
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@@ -13,7 +13,7 @@
     
     
   
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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-  dpnp.random.multinomial — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.random.multivariate_normal.html b/reference/generated/dpnp.random.multivariate_normal.html
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.random.negative_binomial.html b/reference/generated/dpnp.random.negative_binomial.html
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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-  dpnp.random.noncentral_chisquare — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.random.noncentral_f.html b/reference/generated/dpnp.random.noncentral_f.html
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-  dpnp.random.noncentral_f — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.random.normal.html b/reference/generated/dpnp.random.normal.html
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-  dpnp.random.normal — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.random.pareto.html b/reference/generated/dpnp.random.pareto.html
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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-  dpnp.random.permutation — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.random.poisson.html b/reference/generated/dpnp.random.poisson.html
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-  dpnp.random.poisson — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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index cda16361f6d..f0e922c5f2e 100644
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index c502bbc4d74..06f26f95e32 100644
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index 4e3be220805..08008b119fa 100644
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index 726f2b14cc5..64309bad563 100644
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index 4ccf773c5ea..cb074b94117 100644
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@@ -13,7 +13,7 @@
     
     
   
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index b31f3eab000..65451f6871b 100644
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@@ -13,7 +13,7 @@
     
     
   
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index a62630fd9c7..9f55585eabe 100644
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index 760ff883fbe..4b0bd06be69 100644
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@@ -13,7 +13,7 @@
     
     
   
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.reduce_hypot — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.reduce_hypot — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.remainder.html b/reference/generated/dpnp.remainder.html
index 5b26d512cba..eeb5b6f5fd8 100644
--- a/reference/generated/dpnp.remainder.html
+++ b/reference/generated/dpnp.remainder.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.remainder — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.remainder — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.repeat.html b/reference/generated/dpnp.repeat.html
index 308d61a009f..0bf441a8e43 100644
--- a/reference/generated/dpnp.repeat.html
+++ b/reference/generated/dpnp.repeat.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.repeat — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.repeat — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.reshape.html b/reference/generated/dpnp.reshape.html
index 8e444a8a8a4..225d17cfe95 100644
--- a/reference/generated/dpnp.reshape.html
+++ b/reference/generated/dpnp.reshape.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.reshape — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.reshape — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.result_type.html b/reference/generated/dpnp.result_type.html
index 0aa63c1ed47..9a247af5b65 100644
--- a/reference/generated/dpnp.result_type.html
+++ b/reference/generated/dpnp.result_type.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.result_type — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.result_type — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.right_shift.html b/reference/generated/dpnp.right_shift.html
index 97f354bedbd..9596f511818 100644
--- a/reference/generated/dpnp.right_shift.html
+++ b/reference/generated/dpnp.right_shift.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.right_shift — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.right_shift — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.rint.html b/reference/generated/dpnp.rint.html
index cd0e2768c4d..3cb2cc5954e 100644
--- a/reference/generated/dpnp.rint.html
+++ b/reference/generated/dpnp.rint.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.rint — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.rint — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.roll.html b/reference/generated/dpnp.roll.html
index 52eaf2a7d59..dc27fcf5e62 100644
--- a/reference/generated/dpnp.roll.html
+++ b/reference/generated/dpnp.roll.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.roll — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.roll — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.rollaxis.html b/reference/generated/dpnp.rollaxis.html
index da6f49e2bbf..8fedb67204d 100644
--- a/reference/generated/dpnp.rollaxis.html
+++ b/reference/generated/dpnp.rollaxis.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.rollaxis — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.rollaxis — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.round.html b/reference/generated/dpnp.round.html
index 2654ca4d29b..1c2ea4e4ea4 100644
--- a/reference/generated/dpnp.round.html
+++ b/reference/generated/dpnp.round.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.round — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.round — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.row_stack.html b/reference/generated/dpnp.row_stack.html
index e86a7cf0542..79d1135ef6a 100644
--- a/reference/generated/dpnp.row_stack.html
+++ b/reference/generated/dpnp.row_stack.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.row_stack — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.row_stack — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.rsqrt.html b/reference/generated/dpnp.rsqrt.html
index cb24536bbff..6cd4a5e88e7 100644
--- a/reference/generated/dpnp.rsqrt.html
+++ b/reference/generated/dpnp.rsqrt.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.rsqrt — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.rsqrt — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.searchsorted.html b/reference/generated/dpnp.searchsorted.html
index cbfa8f2881c..60423b71884 100644
--- a/reference/generated/dpnp.searchsorted.html
+++ b/reference/generated/dpnp.searchsorted.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.searchsorted — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.searchsorted — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.select.html b/reference/generated/dpnp.select.html
index a306187af3f..8f968c5f9e4 100644
--- a/reference/generated/dpnp.select.html
+++ b/reference/generated/dpnp.select.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.select — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.select — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
@@ -130,9 +130,67 @@ 
dpnp.selectnumpy.select.

-
Limitations

-
Arrays of input lists are supported as dpnp.ndarray.
-Parameter default is supported only with default values.

+

+
Parameters:

+
    
+
  • condlist (list of bool dpnp.ndarray or usm_ndarray) -- The list of conditions which determine from which array in choicelist
+the output elements are taken. When multiple conditions are satisfied,
+the first one encountered in condlist is used.
    • 
+
  • choicelist (list of dpnp.ndarray or usm_ndarray) -- The list of arrays from which the output elements are taken. It has
+to be of the same length as condlist.
    • 
+
  • default ({scalar, dpnp.ndarray, usm_ndarray}, optional) -- The element inserted in output when all conditions evaluate to
+False. Default: 0.
    • 
+

+

+
Returns:

+
out -- The output at position m is the m-th element of the array in
+choicelist where the m-th element of the corresponding array in
+condlist is True.

+

+
Return type:

+
dpnp.ndarray

+

+

+

+
See also

+

+
dpnp.where
Return elements from one of two arrays depending on condition.

+

+
dpnp.take
Take elements from an array along an axis.

+

+
dpnp.choose
Construct an array from an index array and a set of arrays to choose from.

+

+
dpnp.compress
Return selected slices of an array along given axis.

+

+
dpnp.diag
Extract a diagonal or construct a diagonal array.

+

+
dpnp.diagonal
Return specified diagonals.

+

+

+

+
Examples

+
>>> import dpnp as np
+

+

+
Beginning with an array of integers from 0 to 5 (inclusive),
+elements less than 3 are negated, elements greater than 3
+are squared, and elements not meeting either of these conditions
+(exactly 3) are replaced with a default value of 42.

+
>>> x = np.arange(6)
+>>> condlist = [x<3, x>3]
+>>> choicelist = [x, x**2]
+>>> np.select(condlist, choicelist, 42)
+array([ 0,  1,  2, 42, 16, 25])
+

+

+
When multiple conditions are satisfied, the first one encountered in
+condlist is used.

+
>>> condlist = [x<=4, x>3]
+>>> choicelist = [x, x**2]
+>>> np.select(condlist, choicelist, 55)
+array([ 0,  1,  2,  3,  4, 25])
+

+

 
 
 
diff --git a/reference/generated/dpnp.shape.html b/reference/generated/dpnp.shape.html
index 4b79a0d149c..b9e722ee5db 100644
--- a/reference/generated/dpnp.shape.html
+++ b/reference/generated/dpnp.shape.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.shape — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.shape — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.sign.html b/reference/generated/dpnp.sign.html
index 078e0a85291..c70008ec0ea 100644
--- a/reference/generated/dpnp.sign.html
+++ b/reference/generated/dpnp.sign.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.sign — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.sign — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.signbit.html b/reference/generated/dpnp.signbit.html
index 00b0cc77329..42f267cdc67 100644
--- a/reference/generated/dpnp.signbit.html
+++ b/reference/generated/dpnp.signbit.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.signbit — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.signbit — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.sin.html b/reference/generated/dpnp.sin.html
index f0ccc5bd55d..a2b90235306 100644
--- a/reference/generated/dpnp.sin.html
+++ b/reference/generated/dpnp.sin.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.sin — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.sin — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.sinh.html b/reference/generated/dpnp.sinh.html
index a883e387efb..827e206360d 100644
--- a/reference/generated/dpnp.sinh.html
+++ b/reference/generated/dpnp.sinh.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.sinh — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.sinh — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.size.html b/reference/generated/dpnp.size.html
index e27646684af..b8d61c3d429 100644
--- a/reference/generated/dpnp.size.html
+++ b/reference/generated/dpnp.size.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.size — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.size — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.sort.html b/reference/generated/dpnp.sort.html
index 2aab77ac2be..c39ead2c343 100644
--- a/reference/generated/dpnp.sort.html
+++ b/reference/generated/dpnp.sort.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.sort — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.sort — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.sort_complex.html b/reference/generated/dpnp.sort_complex.html
index aaaf5b889f5..5fcfb712dac 100644
--- a/reference/generated/dpnp.sort_complex.html
+++ b/reference/generated/dpnp.sort_complex.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.sort_complex — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.sort_complex — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.sqrt.html b/reference/generated/dpnp.sqrt.html
index e7e9953ff27..6ba95e9def3 100644
--- a/reference/generated/dpnp.sqrt.html
+++ b/reference/generated/dpnp.sqrt.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.sqrt — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.sqrt — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.square.html b/reference/generated/dpnp.square.html
index 36eb418a14e..b8b6717f26e 100644
--- a/reference/generated/dpnp.square.html
+++ b/reference/generated/dpnp.square.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.square — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.square — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.squeeze.html b/reference/generated/dpnp.squeeze.html
index 9cfb3a8f526..286c04195ee 100644
--- a/reference/generated/dpnp.squeeze.html
+++ b/reference/generated/dpnp.squeeze.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.squeeze — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.squeeze — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.stack.html b/reference/generated/dpnp.stack.html
index df92246d975..a57208b5b5c 100644
--- a/reference/generated/dpnp.stack.html
+++ b/reference/generated/dpnp.stack.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.stack — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.stack — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
+                0.16.0dev0+166.gf8378b0ee7b
               

 

   
diff --git a/reference/generated/dpnp.std.html b/reference/generated/dpnp.std.html
index 6fd85ca5089..6f27efbe26c 100644
--- a/reference/generated/dpnp.std.html
+++ b/reference/generated/dpnp.std.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.std — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
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-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.subtract.html b/reference/generated/dpnp.subtract.html
index daa487ac267..d124ed47452 100644
--- a/reference/generated/dpnp.subtract.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.subtract — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
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-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.sum.html b/reference/generated/dpnp.sum.html
index c56ca91c3c3..84a54415896 100644
--- a/reference/generated/dpnp.sum.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.sum — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.swapaxes.html b/reference/generated/dpnp.swapaxes.html
index c60dfba9c2f..1b8867b3bf0 100644
--- a/reference/generated/dpnp.swapaxes.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.swapaxes — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.take.html b/reference/generated/dpnp.take.html
index dada4a40836..c9528b9412d 100644
--- a/reference/generated/dpnp.take.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.take — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.take_along_axis.html b/reference/generated/dpnp.take_along_axis.html
index 5b17fa09ba5..004696ba8b5 100644
--- a/reference/generated/dpnp.take_along_axis.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.take_along_axis — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.tan.html b/reference/generated/dpnp.tan.html
index 4a183fbace4..5e90931e201 100644
--- a/reference/generated/dpnp.tan.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.tan — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.tanh.html b/reference/generated/dpnp.tanh.html
index 0a1b0e57b49..bf0b41da4c0 100644
--- a/reference/generated/dpnp.tanh.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.tanh — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.tensordot.html b/reference/generated/dpnp.tensordot.html
index 423b5381968..9825022ac6c 100644
--- a/reference/generated/dpnp.tensordot.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.tensordot — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -47,7 +47,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.tile.html b/reference/generated/dpnp.tile.html
index e8302a9dd66..ac843bd2412 100644
--- a/reference/generated/dpnp.tile.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.tile — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.trace.html b/reference/generated/dpnp.trace.html
index 8d62af2ae38..b3dad043541 100644
--- a/reference/generated/dpnp.trace.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.trace — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.transpose.html b/reference/generated/dpnp.transpose.html
index 70309773bde..de550b236bb 100644
--- a/reference/generated/dpnp.transpose.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.transpose — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.trapezoid.html b/reference/generated/dpnp.trapezoid.html
index 64b2f79bec3..c680e6b63fe 100644
--- a/reference/generated/dpnp.trapezoid.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.trapezoid — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -47,7 +47,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.tri.html b/reference/generated/dpnp.tri.html
index 54204bec8b5..566421ab4fc 100644
--- a/reference/generated/dpnp.tri.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.tri — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.tril.html b/reference/generated/dpnp.tril.html
index 8cb2accc378..568f520c68f 100644
--- a/reference/generated/dpnp.tril.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.tril — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.tril_indices.html b/reference/generated/dpnp.tril_indices.html
index 8346e42f4bd..a0ca072d8fc 100644
--- a/reference/generated/dpnp.tril_indices.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.tril_indices — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.tril_indices_from.html b/reference/generated/dpnp.tril_indices_from.html
index 9941f09d91e..998b74c4b97 100644
--- a/reference/generated/dpnp.tril_indices_from.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.tril_indices_from — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.trim_zeros.html b/reference/generated/dpnp.trim_zeros.html
index 3e12724c88f..d1325b5af43 100644
--- a/reference/generated/dpnp.trim_zeros.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.trim_zeros — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.triu.html b/reference/generated/dpnp.triu.html
index b041e9c2305..a02f120c8b6 100644
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.triu — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.triu_indices.html b/reference/generated/dpnp.triu_indices.html
index acfe5ec3169..a3c6cf82215 100644
--- a/reference/generated/dpnp.triu_indices.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.triu_indices — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.triu_indices_from.html b/reference/generated/dpnp.triu_indices_from.html
index 4fa968bcc3a..bc9c3eddaa9 100644
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.triu_indices_from — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.true_divide.html b/reference/generated/dpnp.true_divide.html
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-  dpnp.true_divide — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.trunc.html b/reference/generated/dpnp.trunc.html
index eb985f3a3a5..d4964b3fe8a 100644
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-  dpnp.trunc — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.unique.html b/reference/generated/dpnp.unique.html
index 19cb3b6f625..decf5b1c88d 100644
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-  dpnp.unique — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.unwrap.html b/reference/generated/dpnp.unwrap.html
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-  dpnp.unwrap — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.vander.html b/reference/generated/dpnp.vander.html
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-  dpnp.vander — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.var.html b/reference/generated/dpnp.var.html
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-  dpnp.var — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.vdot.html b/reference/generated/dpnp.vdot.html
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-  dpnp.vdot — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+165.g838dbda5ed6
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diff --git a/reference/generated/dpnp.vstack.html b/reference/generated/dpnp.vstack.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.vstack — Data Parallel Extension for NumPy 0.16.0dev0+165.g838dbda5ed6 documentation
+  dpnp.vstack — Data Parallel Extension for NumPy 0.16.0dev0+166.gf8378b0ee7b documentation
       
       
 
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             Data Parallel Extension for NumPy
           
               

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97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 150, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 304, 305, 306, 312, 318, 320, 323, 328, 333, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 393, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 458, 459, 460, 461, 462, 463, 464, 465, 466, 474, 482], "If": [4, 10, 11, 12, 14, 15, 19, 20, 21, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 41, 42, 44, 48, 60, 62, 72, 74, 75, 76, 77, 80, 84, 85, 88, 89, 91, 92, 93, 94, 101, 103, 104, 105, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 124, 125, 126, 129, 135, 136, 138, 143, 146, 148, 152, 153, 154, 158, 159, 160, 162, 168, 169, 170, 178, 186, 187, 188, 189, 190, 191, 192, 195, 197, 198, 199, 210, 211, 214, 215, 216, 218, 220, 221, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 291, 325, 345, 348, 351, 352, 356, 378, 400, 406, 407, 409, 411, 412, 416, 418, 419, 421, 429, 433, 434, 435, 437, 438, 439, 440, 443, 444, 445, 446, 447, 458, 459, 460, 461, 462, 463, 464, 474, 482], "In": [4, 10, 29, 30, 76, 77, 93, 94, 112, 113, 114, 117, 119, 148, 178, 183, 189, 192, 205, 210, 229, 230, 232, 234, 236, 348, 351, 356, 400, 412, 437, 439, 457], "It": [4, 10, 14, 19, 20, 29, 30, 60, 76, 77, 86, 88, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 124, 148, 182, 184, 205, 213, 216, 227, 228, 229, 230, 231, 232, 233, 235, 237, 348, 435, 437, 439, 461, 482], "Its": [60, 196, 352, 445], "NOT": [51, 161, 206, 207, 208, 209], "No": [38, 39, 93, 178], "Not": [14, 19, 39, 165, 226, 229, 230, 231, 233, 234, 236, 348], "OR": [19, 50, 51, 52, 53, 161, 206, 207, 208, 209], "On": 4, "One": [45, 46, 47, 74, 90, 91, 117, 412], "Or": [148, 447], "That": 212, "The": [3, 4, 10, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 39, 40, 41, 42, 43, 44, 48, 50, 51, 52, 53, 55, 57, 60, 61, 62, 66, 67, 68, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 87, 89, 90, 91, 92, 93, 94, 95, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 126, 129, 132, 133, 134, 135, 136, 137, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 150, 151, 152, 153, 154, 155, 156, 159, 161, 162, 164, 165, 166, 167, 171, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 186, 187, 189, 190, 191, 192, 193, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 208, 210, 211, 212, 213, 214, 215, 219, 220, 221, 222, 224, 225, 226, 227, 228, 229, 230, 231, 233, 234, 235, 236, 237, 291, 296, 305, 312, 314, 318, 323, 335, 336, 337, 338, 339, 340, 341, 342, 346, 347, 348, 350, 351, 352, 354, 355, 356, 359, 361, 362, 372, 377, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 405, 408, 409, 410, 411, 412, 413, 414, 416, 417, 419, 420, 423, 424, 425, 426, 427, 429, 431, 432, 434, 435, 436, 437, 439, 440, 441, 442, 443, 444, 446, 447, 448, 450, 451, 452, 454, 455, 456, 457, 458, 460, 461, 463, 464, 465, 466, 474, 478, 482], "Then": [10, 40, 42, 212], "There": [10, 198, 458], "These": [4, 20, 91, 93, 94, 101, 212, 224, 352, 440, 450, 454, 474, 478], "To": [4, 111, 117, 119, 132, 338, 459], "With": [29, 30, 48, 72, 190, 214, 220, 227, 228, 234, 236, 348, 437], "_": [0, 153, 434, 447], "__array_interface__": 91, "__bool__": 474, "__dlpack__": 138, "__dlpack_device__": 138, "__eq__": [89, 91, 127, 356], "__ge__": [89, 91, 127, 356], "__getitem__": [89, 91, 127], "__gt__": [89, 91, 127, 356], "__iter__": 127, "__le__": [89, 91, 127, 356], "__len__": [89, 91], "__lt__": [89, 91, 127, 356], "__main__": 0, "__name__": 0, "__ne__": [89, 91, 127, 356], "__next__": 127, "__setitem__": [89, 127], "__sycl_usm_array_interface__": 41, "_dtypes_list": 0, "a1": [35, 36], "a2": [35, 36], "a_": 10, "a_k": 10, "a_m": 10, "a_max": 60, "a_min": 60, "a_resamp": 117, "ab": [6, 10, 12, 15, 162], "abc": 93, "abcd": 94, "about": [40, 42, 89, 125, 181, 302, 474], "abov": [3, 75, 80, 83, 109, 114, 119, 123, 159, 192, 211, 226, 409, 448, 449, 453], "absolut": [6, 11, 15, 18, 105, 162, 193, 235, 237, 349, 407, 435, 459, 461, 482], "accept": [31, 93, 356, 429, 450, 454], "access": [10, 81, 82, 124, 212, 450, 454, 474], "accord": [14, 19, 48, 56, 91, 123, 125, 181, 182, 183, 184, 211, 216, 232, 235, 237, 409, 414, 435, 461], "accordingli": [231, 233], "account": 412, "accumul": [75, 76, 77, 93, 152, 229, 230, 234, 236, 348, 437, 445], "accur": [91, 102, 148, 202, 204], "accuraci": [112, 113, 114, 117, 119], "achiev": 93, "across": [84, 153, 229, 230, 234, 236], "activ": 4, "actual": [91, 152, 153, 178, 189], "ad": [15, 91, 94, 101, 117, 162, 180, 193, 205, 459, 478], "add": [6, 91, 482], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "addit": [75, 178, 232, 458], "address": 91, "adjac": 459, "advanc": 93, "advers": 93, "advis": 4, "affect": [21, 84, 93, 124, 152, 153], "after": [90, 124, 337, 375, 416], "ag": 91, "against": [15, 29, 30, 54, 55, 60, 72, 147, 162, 190, 191, 214, 220, 227, 228, 234, 236, 348, 352, 437, 440], "ai": [3, 352, 440], "ai_max": 440, "ai_min": 440, "ainv": [185, 196], "al": 10, "algebra": [467, 478], "algorithm": [10, 93, 94, 106, 112, 120], "alia": [10, 16, 17, 87, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 125, 222, 238, 356, 386, 389, 391, 410, 419, 456, 459, 463], "alias": [9, 111, 112, 117, 119], "align": 91, "all": [4, 6, 9, 15, 18, 19, 20, 35, 36, 39, 44, 48, 61, 72, 79, 85, 89, 90, 91, 93, 94, 99, 100, 102, 104, 109, 110, 114, 115, 118, 119, 123, 124, 129, 130, 131, 139, 140, 142, 146, 148, 154, 156, 158, 178, 188, 191, 198, 210, 214, 220, 227, 228, 231, 233, 291, 294, 301, 314, 348, 358, 406, 407, 416, 419, 433, 437, 458, 463, 474, 482], "allclos": [6, 35, 162, 185, 191, 192, 194, 195, 197], "alloc": [3, 4, 20, 21, 34, 37, 38, 39, 40, 41, 42, 44, 48, 66, 75, 80, 81, 83, 89, 95, 96, 104, 108, 122, 126, 139, 140, 141, 142, 143, 144, 145, 146, 156, 159, 168, 169, 198, 199, 210, 211, 212, 216, 219, 232, 235, 237, 291, 296, 340, 341, 342, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 397, 400, 409, 433, 435, 448, 450, 454, 460, 461, 465, 466], "allow": [44, 89, 93, 152, 153, 205, 212, 291, 320, 439, 474], "alltru": 6, "almost": [32, 181, 450], "along": [3, 4, 14, 16, 17, 19, 20, 29, 30, 31, 48, 61, 62, 72, 75, 76, 77, 80, 81, 83, 84, 85, 89, 90, 92, 103, 106, 107, 109, 110, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 124, 129, 130, 131, 135, 136, 141, 146, 148, 154, 159, 190, 192, 196, 197, 198, 210, 211, 214, 215, 216, 217, 218, 220, 221, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 288, 289, 290, 297, 298, 308, 310, 315, 316, 324, 327, 329, 331, 332, 334, 345, 348, 350, 351, 352, 409, 411, 416, 417, 419, 428, 429, 434, 435, 437, 439, 440, 443, 444, 445, 447, 450, 451, 454, 455, 458, 459, 461, 463, 474], "alpha": [357, 362, 363, 379, 382], "alreadi": [4, 10, 38, 39, 45, 46, 47, 343, 458], "also": [3, 10, 13, 15, 18, 21, 27, 50, 52, 53, 67, 87, 89, 91, 93, 97, 101, 109, 114, 118, 119, 120, 123, 132, 134, 135, 136, 137, 141, 143, 148, 149, 150, 151, 152, 155, 162, 175, 176, 177, 178, 204, 205, 212, 215, 221, 222, 224, 225, 323, 338, 339, 347, 394, 410, 414, 436, 439, 456, 458, 474], "alter": 84, "altern": [3, 4, 14, 19, 76, 77, 88, 89, 213, 214, 216, 220, 229, 230, 232, 234, 235, 236, 237, 333, 348, 435, 437, 461], "although": [18, 91, 113, 114, 115, 444], "alwai": [4, 10, 31, 37, 44, 84, 89, 92, 105, 132, 138, 182, 184, 235, 237, 291, 338, 412, 430, 435, 461], "amax": [6, 214], "ambigu": 474, "amin": [6, 220], "among": 92, "amplitud": 10, "an": [0, 3, 4, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 57, 58, 59, 60, 61, 62, 63, 64, 66, 67, 70, 71, 75, 76, 77, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 163, 164, 165, 166, 167, 171, 175, 176, 177, 180, 183, 186, 188, 189, 190, 192, 193, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 214, 215, 216, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 245, 290, 291, 292, 293, 296, 306, 308, 312, 314, 316, 319, 320, 323, 324, 325, 326, 330, 331, 333, 335, 336, 338, 339, 340, 341, 342, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 356, 358, 363, 364, 366, 375, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 404, 405, 406, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 453, 454, 455, 456, 457, 458, 459, 460, 461, 463, 464, 465, 466, 474, 482], "anaconda": [3, 4], "analog": [107, 109, 111, 113, 114, 116], "analysi": 10, "analyt": 3, "angl": [6, 10, 26, 27, 78, 79, 158, 354, 355, 406, 407, 459, 482], "ani": [3, 6, 14, 15, 20, 34, 37, 38, 39, 40, 41, 42, 44, 54, 55, 66, 80, 83, 85, 89, 91, 93, 94, 107, 109, 113, 114, 119, 123, 124, 144, 145, 146, 148, 153, 154, 164, 171, 172, 187, 197, 198, 210, 212, 231, 233, 291, 312, 356, 400, 429, 460, 474], "anoth": [4, 68, 89, 103, 113, 114, 138, 296, 316, 345, 351, 417], "answer": 358, "anti": [84, 124], "anyth": 91, "ap": 186, "apart": 447, "api": [0, 2, 3, 6, 21, 34, 37, 38, 39, 40, 41, 42, 44, 66, 80, 81, 83, 89, 91, 95, 96, 104, 108, 122, 138, 139, 140, 141, 142, 143, 144, 145, 146, 156, 159, 198, 199, 210, 212, 219, 291, 296, 340, 341, 342, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 448, 450, 454, 460, 465, 466], "appear": [101, 130, 131, 458], "append": [0, 6, 85, 92, 94, 101, 112, 113, 114, 175], "appli": [29, 30, 31, 48, 56, 93, 226, 413, 443, 447], "applic": [10, 91], "apply_along_axi": 6, "apply_over_ax": 6, "approach": [89, 91, 112, 113, 114, 323], "appropri": [4, 29, 30, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 147, 197, 227, 228, 231, 233, 356, 384, 387, 439, 474], "approxim": [125, 447], "ar": [3, 4, 10, 11, 12, 13, 14, 15, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 35, 36, 39, 44, 45, 46, 47, 48, 50, 51, 52, 53, 54, 57, 58, 60, 61, 62, 63, 64, 67, 68, 69, 70, 71, 72, 73, 75, 76, 77, 78, 79, 80, 84, 85, 87, 88, 89, 91, 92, 93, 94, 97, 98, 99, 100, 101, 102, 104, 105, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 126, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 141, 146, 148, 149, 150, 151, 152, 153, 155, 160, 161, 162, 165, 166, 167, 175, 176, 177, 178, 181, 182, 183, 184, 186, 187, 188, 189, 190, 191, 195, 196, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 220, 221, 222, 223, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 291, 313, 314, 323, 335, 336, 337, 338, 339, 344, 345, 346, 347, 348, 349, 352, 353, 354, 355, 356, 357, 358, 360, 363, 364, 365, 366, 367, 368, 369, 370, 371, 373, 374, 375, 378, 379, 381, 382, 384, 387, 388, 390, 396, 398, 399, 400, 401, 402, 403, 404, 405, 408, 409, 410, 414, 415, 416, 418, 419, 420, 421, 422, 424, 425, 426, 428, 429, 431, 432, 434, 435, 436, 437, 439, 440, 441, 442, 443, 445, 447, 451, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 474, 482], "arang": [0, 6, 13, 29, 30, 32, 45, 46, 47, 48, 49, 60, 67, 79, 80, 81, 82, 84, 87, 88, 89, 93, 97, 99, 100, 102, 103, 106, 128, 129, 132, 137, 145, 146, 148, 152, 159, 160, 174, 190, 198, 201, 202, 206, 207, 208, 209, 210, 212, 213, 214, 218, 220, 222, 225, 299, 339, 342, 345, 347, 351, 355, 380, 410, 413, 416, 436, 443, 445, 447, 450, 451, 454, 455, 456, 464, 466], "arbitrari": [43, 88, 91, 93, 160, 213, 413, 450, 454], "arbitrarili": 93, "arc": [18, 26], "arcco": [6, 23, 24, 26, 27, 70], "arccosh": [6, 22, 25, 28, 71], "arcsin": [6, 22, 25, 26, 27, 426], "arcsinh": [6, 23, 24, 28, 427], "arctan": [6, 18, 22, 24, 27, 28, 441], "arctan2": [6, 18, 26], "arctanh": [6, 23, 25, 26, 27, 442], "area": 447, "arg": [54, 356], "arg1": 173, "arg2": 173, "argmax": [0, 6, 30, 89, 227, 352, 440, 474], "argmin": [6, 29, 89, 228, 440, 474], "argpartit": [6, 31, 352, 440, 474], "argsort": [6, 89, 352, 421, 429, 440, 446, 474], "argument": [0, 10, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 28, 50, 51, 52, 53, 56, 57, 58, 60, 62, 67, 70, 71, 78, 79, 87, 88, 89, 91, 94, 98, 99, 100, 102, 132, 133, 134, 135, 136, 137, 151, 155, 158, 161, 172, 173, 175, 189, 190, 201, 202, 203, 204, 205, 212, 213, 215, 221, 222, 223, 225, 320, 333, 336, 337, 346, 347, 349, 351, 354, 355, 406, 407, 408, 410, 413, 414, 415, 420, 424, 425, 426, 427, 434, 436, 441, 442, 443, 447, 456, 457, 474, 482], "argwher": [6, 338], "ari": [45, 46, 47, 92], "arithmet": [48, 146, 216, 217, 232, 235, 237, 346, 435, 437, 461, 467, 478], "around": [6, 89, 146, 351, 418], "arr": [20, 39, 82, 91, 153, 353, 380, 451, 455], "arr2": 91, "arr_t": [44, 89, 291], "arrai": [0, 2, 3, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 239, 245, 288, 289, 290, 291, 292, 293, 296, 299, 300, 301, 302, 304, 305, 306, 307, 309, 311, 312, 314, 316, 317, 318, 319, 320, 321, 323, 324, 325, 326, 327, 328, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 360, 361, 363, 364, 365, 366, 367, 368, 369, 370, 371, 375, 378, 379, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 478, 482], "array2str": 6, "array_equ": 6, "array_equiv": [6, 35], "array_lik": [20, 34, 37, 38, 39, 40, 41, 42, 43, 48, 66, 68, 80, 83, 92, 103, 144, 145, 146, 164, 171, 198, 210, 335, 345, 351, 352, 356, 423, 428, 439, 443, 460], "array_of_diagon": 84, "array_repr": 6, "array_split": [6, 62], "array_str": 6, "arrays_and_dtyp": 413, "art": 10, "asanyarrai": [6, 38, 39, 42], "asarrai": [4, 6, 37, 39, 40, 42, 43, 335, 428], "asarray_chkfinit": [6, 37, 38], "ascend": [182, 184, 421], "ascii": 91, "ascontiguousarrai": [6, 37, 38, 39, 42], "asfarrai": [6, 37, 38], "asfortranarrai": [6, 37, 38, 39, 40], "asmatrix": 6, "asnumpi": 89, "aspect": 91, "assembl": [62, 90, 154, 419, 434, 463], "assign": [89, 301, 323, 450, 454], "associ": [48, 152, 153, 474], "assum": [10, 48, 94, 111, 117, 119, 188, 191, 195, 212, 447], "astyp": [6, 89, 146, 338], "atleast_1d": [6, 46, 47, 101], "atleast_2d": [6, 45, 47, 101], "atleast_3d": [6, 45, 46, 101], "atol": [15, 162], "attain": 0, "attempt": [88, 189], "attribut": [89, 91, 96, 125, 145, 157, 192, 342, 466, 467], "automat": [152, 153], "avail": [2, 3, 4, 10, 69, 73, 91, 98, 217, 223, 227, 228, 231, 233, 234, 467, 474], "averag": [6, 89, 216, 232, 309, 437, 478], "avg": 48, "avoid": [34, 38, 46, 47, 111, 117, 119], "aweight": 73, "ax": [14, 19, 29, 30, 48, 72, 75, 85, 88, 89, 93, 101, 107, 109, 110, 113, 114, 115, 118, 119, 121, 123, 129, 148, 160, 190, 194, 196, 197, 211, 213, 214, 216, 220, 224, 227, 228, 231, 232, 233, 234, 235, 236, 237, 330, 333, 343, 348, 409, 416, 417, 433, 435, 437, 438, 443, 444, 445, 446, 458, 461], "axi": [14, 16, 17, 19, 20, 29, 30, 31, 48, 61, 62, 72, 74, 75, 76, 77, 84, 85, 89, 90, 92, 93, 101, 103, 106, 107, 109, 110, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 129, 130, 131, 135, 136, 141, 146, 148, 154, 159, 186, 190, 198, 210, 211, 213, 214, 215, 216, 217, 220, 221, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 286, 287, 288, 289, 290, 297, 298, 304, 308, 309, 310, 314, 315, 316, 319, 324, 325, 326, 327, 329, 331, 333, 334, 344, 345, 348, 350, 351, 352, 405, 409, 411, 412, 416, 417, 419, 428, 429, 433, 434, 435, 437, 438, 439, 440, 443, 444, 445, 446, 447, 458, 459, 461, 463, 474], "axis1": [84, 89, 299, 330, 332, 438, 445], "axis2": [84, 89, 299, 330, 332, 438, 445], "axisa": 74, "axisb": 74, "axisc": 74, "axiserror": [31, 429], "b": [10, 13, 15, 20, 29, 30, 35, 36, 50, 53, 61, 62, 68, 74, 77, 88, 89, 90, 91, 93, 94, 97, 139, 140, 149, 150, 154, 160, 162, 174, 176, 177, 180, 186, 189, 190, 191, 193, 194, 195, 196, 197, 206, 208, 213, 214, 220, 337, 339, 343, 347, 357, 413, 419, 434, 443, 444, 452, 462, 463, 482], "back": [89, 141, 304, 405, 412, 417, 452], "backend": [2, 147, 359, 361, 362, 372, 377, 393], "backward": [10, 44, 89, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 148, 291, 416, 417], "bad": 368, "bartlett": 6, "base": [0, 4, 91, 93, 100, 103, 132, 146, 152, 153, 195, 200, 201, 202, 203, 204, 205, 210, 211, 213, 345, 347, 351, 353], "base_repr": 6, "basic": [56, 93, 474, 478], "bc": [180, 193], "bcde": 94, "becaus": [10, 14, 19, 111, 117, 119, 459, 474], "becom": [10, 89, 152, 333], "been": [90, 352, 417, 440], "befor": [4, 20, 31, 62, 75, 89, 92, 112, 113, 114, 130, 131, 197, 211, 214, 220, 235, 237, 314, 325, 348, 409, 416, 417, 429, 435, 437, 444, 461, 462], "begin": [92, 94, 146, 198, 210], "behav": [199, 351], "behavior": [89, 121, 296, 444], "behaviour": 226, "behind": [89, 314], "being": [3, 91, 135, 136, 215, 221], "belong": [86, 152], "below": [0, 4, 9, 80, 83, 91, 117, 188, 448, 449, 453, 459, 474], "best": 94, "beta": [6, 367], "between": [15, 21, 56, 85, 92, 125, 140, 143, 148, 160, 162, 198, 210, 373, 387, 436, 447, 459], "beyond": [4, 416], "bia": 73, "big": 91, "bin": [86, 106, 108, 122, 152, 153, 394], "bin_edg": [152, 153], "binari": [50, 52, 53, 139, 140, 142, 143, 467, 478], "binary_repr": 6, "bincount": [6, 86, 152], "binomi": [6, 375], "bins_0": 153, "bins_1": 153, "bit": [50, 51, 52, 53, 91, 125, 157, 161, 175, 206, 208, 209, 234, 236, 414, 425, 478], "bitwis": [50, 52, 53], "bitwise_and": [6, 51, 52, 53, 161, 206], "bitwise_not": 6, "bitwise_or": [6, 50, 51, 53, 161, 208], "bitwise_xor": [6, 50, 51, 52, 161, 209], "biufcmmosuv": 91, "blackman": 6, "block": [6, 62, 90, 124, 154, 174, 419, 434, 463], "bmat": 6, "bool": [9, 14, 15, 19, 29, 30, 34, 35, 36, 38, 41, 44, 48, 56, 68, 72, 75, 86, 89, 91, 94, 97, 124, 138, 146, 149, 150, 152, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 176, 177, 178, 188, 190, 191, 195, 198, 210, 211, 214, 216, 218, 220, 226, 227, 228, 231, 232, 233, 234, 235, 236, 237, 291, 338, 339, 348, 409, 412, 425, 435, 437, 439, 458, 460, 461, 474], "bool_": 9, "boolean": [50, 51, 52, 53, 68, 75, 91, 103, 132, 138, 159, 161, 162, 165, 166, 167, 168, 169, 170, 206, 208, 211, 212, 216, 232, 234, 235, 237, 338, 345, 409, 412, 435, 439, 461], "both": [10, 13, 15, 20, 27, 35, 36, 48, 50, 52, 53, 60, 67, 74, 87, 88, 97, 113, 120, 132, 134, 135, 136, 137, 149, 150, 151, 155, 160, 162, 174, 175, 176, 177, 190, 204, 205, 206, 208, 209, 213, 215, 221, 222, 225, 236, 337, 339, 347, 410, 414, 436, 443, 445, 450, 452, 454, 456, 462, 464], "bound": [351, 421, 439, 440], "boundari": [148, 351], "briefli": 474, "broadcast": [13, 14, 19, 29, 30, 36, 48, 54, 55, 60, 68, 72, 87, 93, 103, 132, 135, 136, 155, 168, 169, 190, 191, 209, 211, 213, 214, 215, 216, 220, 221, 225, 227, 228, 232, 234, 235, 236, 237, 347, 348, 351, 352, 409, 411, 435, 436, 437, 440, 444, 456, 461, 464], "broadcast_arrai": [6, 55], "broadcast_shap": 6, "broadcast_to": [6, 54, 444], "brought": 10, "buffer": [41, 76, 77, 89, 138, 139, 140, 142, 143, 199, 214, 220, 229, 230, 412], "buffer_lik": 139, "buffererror": 138, "build": 478, "build_loc": 4, "built": 91, "busday_count": 6, "busday_offset": 6, "byte": [6, 44, 89, 91, 93, 139, 140, 199, 291, 307, 311], "byte_bound": 6, "byteord": 91, "byteswap": 6, "bz2": 199, "c": [2, 4, 11, 12, 13, 18, 22, 23, 24, 25, 26, 27, 28, 34, 36, 37, 38, 39, 40, 42, 43, 44, 50, 51, 52, 53, 57, 58, 60, 63, 64, 66, 67, 70, 71, 74, 78, 79, 87, 88, 89, 91, 93, 94, 95, 96, 97, 99, 100, 102, 104, 105, 126, 132, 133, 134, 135, 136, 137, 144, 145, 147, 149, 150, 151, 155, 158, 160, 161, 165, 166, 167, 174, 175, 176, 177, 180, 186, 189, 190, 193, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 213, 215, 221, 222, 225, 291, 296, 304, 317, 336, 337, 338, 339, 341, 342, 346, 347, 349, 354, 355, 405, 408, 410, 412, 414, 415, 420, 424, 425, 426, 427, 431, 432, 436, 441, 442, 443, 444, 456, 457, 458, 464, 465, 466, 482], "c_contigu": [40, 42, 89, 296], "ca": 65, "calcul": [10, 11, 12, 13, 18, 27, 48, 75, 77, 85, 87, 92, 93, 97, 99, 100, 102, 106, 115, 132, 133, 134, 137, 148, 153, 155, 181, 182, 183, 184, 186, 191, 202, 204, 205, 211, 213, 216, 222, 225, 232, 235, 237, 339, 347, 348, 409, 410, 435, 436, 456, 461, 462, 467, 482], "call": [10, 18, 20, 29, 30, 31, 40, 42, 91, 112, 113, 114, 117, 120, 141, 181, 183, 189, 212, 245, 338, 433, 439, 444, 447, 482], "callabl": [141, 212], "cambridg": 10, "can": [0, 3, 4, 10, 13, 15, 20, 21, 27, 31, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 48, 50, 51, 52, 53, 56, 66, 67, 74, 80, 81, 83, 84, 87, 88, 89, 91, 93, 94, 95, 96, 97, 104, 106, 107, 108, 109, 112, 113, 114, 117, 118, 119, 122, 124, 132, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 150, 151, 154, 155, 156, 159, 160, 161, 162, 164, 171, 172, 174, 175, 176, 177, 178, 185, 186, 187, 197, 198, 199, 204, 205, 206, 208, 209, 210, 212, 213, 215, 219, 221, 222, 225, 234, 236, 291, 296, 323, 325, 336, 337, 338, 339, 340, 341, 342, 346, 347, 352, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 410, 412, 414, 429, 436, 439, 440, 443, 445, 447, 448, 450, 454, 455, 456, 458, 460, 462, 464, 465, 466, 474, 482], "can_cast": [6, 478], "cannot": [62, 227, 228, 433, 434], "capabl": [21, 34, 37, 38, 40, 42, 48, 105, 146, 198, 210, 213], "care": [21, 181], "cartesian": 218, "case": [4, 14, 19, 21, 29, 30, 34, 37, 38, 39, 40, 42, 48, 66, 76, 77, 80, 83, 85, 93, 94, 95, 96, 104, 108, 111, 116, 120, 122, 139, 140, 141, 142, 144, 145, 146, 148, 156, 181, 192, 195, 198, 199, 205, 210, 219, 229, 230, 234, 236, 340, 341, 342, 348, 412, 437, 443, 448, 459, 460, 465, 466, 474], "cast": [14, 19, 44, 56, 62, 68, 75, 76, 77, 89, 93, 132, 154, 181, 211, 213, 216, 226, 229, 230, 232, 234, 235, 236, 237, 291, 348, 409, 419, 434, 435, 437, 461, 463], "cat": [358, 375], "cauchi": 394, "cbrt": [6, 431], "cdef": 94, "cdot": 443, "cdoubl": 9, "ceil": [6, 33, 126, 133, 134, 415, 418, 457], "center": [107, 108, 109, 110, 114, 115, 122], "central": [148, 376, 377], "certain": [91, 212], "ch": 10, "chain": [88, 89, 93, 94], "chang": [44, 66, 74, 89, 91, 93, 103, 229, 230, 291, 304, 328, 333, 336, 345, 346, 351, 352, 353, 405, 412, 417, 459, 478], "char": 91, "charact": [91, 140], "check": [14, 19, 37, 38, 39, 56, 111, 164, 171, 178, 191, 194], "check_valid": 374, "chi": [360, 376], "chisquar": 6, "choic": [6, 59, 89, 106, 107, 109, 112, 113, 114, 118, 119, 121, 123, 182, 184, 292], "choicelist": 422, "choleski": 6, "choos": [6, 18, 26, 89, 94, 464, 474], "chosen": [32, 152, 458, 464], "circ": 482, "circl": [193, 447], "clamp": [351, 439, 440], "clariti": 124, "class": [3, 89, 91, 127, 139, 140, 141, 143, 159, 199, 356, 384, 448, 478], "classic": 93, "clear": [91, 474], "clip": [6, 89, 351, 439, 440, 474], "close": [18, 22, 23, 24, 26, 43, 44, 89, 93, 101, 158, 198, 291, 356, 384, 406, 407, 415, 418, 447], "closer": 457, "cloud": 3, "cmake": 4, "co": [6, 22, 71, 183, 426, 441, 447], "code": [41, 91, 173], "coeffici": [186, 194, 197], "coerc": [41, 139, 140, 141, 142, 143, 199], "coin": 358, "col": 159, "collaps": [89, 304, 458], "column": [6, 37, 38, 39, 40, 42, 43, 44, 61, 62, 76, 77, 84, 89, 90, 104, 124, 130, 131, 148, 154, 156, 181, 182, 186, 189, 192, 195, 291, 405, 419, 434, 448, 450, 454, 460, 463], "column_stack": [6, 62, 90, 154, 419, 434, 463], "com": 4, "combin": [0, 91, 101, 109, 114, 119, 123, 148], "combinatori": 94, "come": 458, "comma": [91, 93], "command": 4, "common": [112, 113, 114, 338, 443], "common_typ": 6, "compani": [358, 375], "compar": [15, 35, 97, 135, 136, 153, 162, 215, 221], "compare_chararrai": 6, "comparison": [2, 97, 149, 150, 176, 177, 339, 467, 478], "compat": [3, 10, 14, 19, 44, 48, 89, 211, 216, 231, 232, 233, 235, 237, 291, 409, 412, 435, 461, 478], "compil": [4, 91, 147], "complement": 459, "complementari": [134, 459], "complet": [3, 4, 94, 140, 141, 192, 417, 474], "complex": [10, 11, 12, 18, 26, 27, 35, 56, 75, 88, 89, 91, 94, 98, 105, 106, 107, 109, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 125, 132, 135, 136, 158, 163, 164, 170, 171, 181, 182, 183, 184, 192, 193, 195, 211, 213, 215, 221, 226, 235, 237, 294, 295, 349, 406, 407, 409, 430, 435, 458, 461, 462, 474, 478], "complex128": [9, 10, 48, 413], "complex64": [9, 10, 48, 89, 132, 324], "compliant": 89, "complic": [93, 482], "compon": [10, 35, 110, 115, 122, 125, 158, 226, 406], "compos": 67, "composit": [77, 174, 437, 447], "compress": [6, 103, 439, 474], "comput": [4, 10, 18, 22, 23, 24, 25, 26, 27, 28, 33, 48, 50, 51, 52, 53, 57, 63, 64, 70, 71, 75, 76, 77, 85, 86, 93, 99, 100, 101, 102, 105, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 133, 148, 149, 150, 151, 152, 153, 158, 159, 161, 174, 176, 177, 179, 180, 181, 182, 183, 184, 185, 189, 190, 191, 192, 193, 195, 196, 197, 200, 201, 202, 203, 206, 207, 208, 209, 211, 213, 216, 217, 222, 229, 230, 231, 232, 233, 234, 235, 236, 237, 336, 346, 349, 406, 408, 409, 410, 415, 418, 420, 424, 425, 426, 427, 431, 435, 437, 441, 442, 443, 447, 450, 454, 461], "compute_uv": [179, 195], "concaten": [6, 61, 90, 154, 419, 434, 440, 463], "concept": [21, 34, 37, 38, 39, 40, 41, 42, 44, 66, 80, 81, 83, 89, 95, 96, 104, 108, 122, 138, 139, 140, 141, 142, 143, 144, 145, 146, 156, 159, 198, 199, 210, 212, 219, 291, 296, 340, 341, 342, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 448, 450, 454, 460, 465, 466, 474], "cond": [6, 185], "condit": [32, 44, 88, 89, 103, 179, 185, 189, 291, 338, 345, 351, 353, 422, 464], "condlist": 422, "confus": 137, "conj": [6, 64, 89, 111, 158, 178, 181, 349], "conjug": [6, 10, 63, 88, 89, 117, 120, 158, 178, 181, 182, 183, 184, 213, 294, 349, 462], "consecut": [85, 92, 148], "conserv": 218, "consid": [15, 21, 34, 35, 37, 38, 40, 42, 94, 122, 146, 162, 165, 182, 184, 188, 198, 210, 213, 356, 384, 458], "consist": [35, 36, 92, 106, 107, 109, 112, 113, 114, 118, 119, 121, 123, 140, 153, 197, 198, 440, 443], "constant": [9, 91, 148], "constraint": 48, "construct": [37, 38, 39, 59, 80, 83, 84, 89, 91, 104, 139, 140, 141, 142, 143, 156, 199, 219, 292, 340, 444, 445, 464, 467], "constructor": 474, "consum": [89, 311], "contain": [10, 11, 12, 13, 14, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 39, 50, 51, 52, 53, 57, 58, 60, 63, 64, 67, 68, 70, 71, 74, 75, 84, 87, 89, 91, 97, 99, 100, 102, 107, 108, 109, 112, 117, 120, 122, 128, 132, 133, 134, 135, 136, 137, 138, 143, 147, 148, 149, 150, 152, 153, 155, 158, 159, 161, 175, 176, 177, 182, 192, 195, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 211, 215, 216, 221, 222, 225, 227, 228, 231, 232, 233, 235, 237, 320, 336, 338, 339, 346, 347, 349, 356, 406, 408, 409, 410, 414, 415, 418, 420, 424, 425, 426, 427, 431, 432, 435, 436, 441, 442, 446, 450, 451, 454, 455, 456, 457, 461, 474], "content": [40, 89, 393], "context": 10, "contigu": [37, 38, 39, 40, 42, 88, 89, 93, 189, 317, 405, 412], "continu": [356, 388], "contourf": 218, "contract": [93, 94, 443], "contrast": [93, 351], "contribut": [10, 48, 152, 153], "control": [4, 44, 56, 62, 68, 89, 93, 154, 213, 291, 419, 434, 463], "conveni": [89, 333, 356], "convent": [88, 93, 94, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 160, 197, 213, 343, 443], "convers": [44, 89, 93, 291, 467], "convert": [20, 29, 30, 34, 37, 38, 39, 40, 41, 42, 43, 45, 46, 47, 66, 78, 79, 80, 83, 91, 93, 94, 101, 144, 145, 146, 164, 171, 198, 210, 354, 355, 459, 460], "convolut": [10, 65, 69], "convolv": [6, 69], "coolei": 10, "coordin": [72, 141, 148, 159, 218], "copi": [6, 20, 21, 31, 34, 35, 37, 38, 39, 40, 41, 42, 44, 45, 46, 47, 68, 80, 81, 83, 84, 89, 91, 95, 96, 103, 104, 108, 122, 138, 139, 140, 141, 142, 143, 144, 145, 146, 156, 159, 198, 199, 210, 212, 218, 219, 226, 245, 291, 304, 306, 314, 320, 323, 340, 341, 342, 344, 345, 346, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 397, 400, 412, 421, 429, 433, 448, 449, 450, 453, 454, 460, 465, 466, 474], "copysign": [6, 336, 346], "copyto": [6, 89, 103, 296, 345], "core": [3, 91, 93, 474], "corner": [107, 109, 113, 114], "corrcoef": [6, 73], "correct": [11, 12, 13, 18, 20, 22, 23, 24, 25, 26, 27, 28, 32, 33, 50, 51, 52, 53, 57, 58, 62, 63, 64, 67, 70, 71, 78, 79, 87, 97, 99, 100, 102, 105, 111, 117, 119, 126, 132, 133, 134, 135, 136, 137, 149, 150, 151, 155, 158, 161, 165, 166, 167, 175, 176, 177, 194, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 215, 221, 222, 225, 336, 337, 339, 346, 347, 349, 354, 355, 408, 410, 414, 415, 418, 420, 424, 425, 426, 427, 431, 432, 434, 436, 441, 442, 456, 457], "correctli": [18, 26, 29, 30, 72, 190, 214, 220, 227, 228, 234, 236, 338, 348, 437], "correl": [6, 478], "correspond": [6, 10, 21, 29, 30, 34, 37, 38, 39, 40, 41, 42, 44, 60, 62, 66, 78, 79, 80, 81, 83, 84, 89, 95, 96, 104, 107, 108, 109, 111, 113, 114, 117, 118, 119, 120, 121, 122, 123, 138, 139, 140, 141, 142, 143, 144, 145, 146, 148, 156, 159, 181, 182, 198, 199, 210, 212, 213, 219, 291, 296, 300, 340, 341, 342, 354, 355, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 416, 423, 435, 443, 446, 447, 448, 450, 454, 460, 461, 465, 466, 474], "correspondingli": 10, "cosh": [6, 23, 70, 427, 442], "cosin": [22, 23, 24, 25, 26, 27, 28, 70, 71, 426, 427, 441, 442], "cost": [93, 94], "costli": 94, "could": [89, 111, 117, 119, 325], "count": [14, 19, 49, 72, 86, 91, 94, 129, 139, 140, 142, 143, 148, 152, 153, 338, 348, 358, 428, 437, 458, 467, 478], "count_nonzero": [6, 338], "counterpart": [10, 111, 117, 119, 474], "cov": [6, 374], "covari": 73, "cover": [450, 454, 478], "cpu": [4, 21, 34, 37, 38, 39, 40, 42, 66, 69, 73, 80, 83, 95, 96, 98, 104, 108, 122, 139, 140, 141, 142, 144, 145, 146, 156, 198, 199, 210, 217, 219, 223, 234, 340, 341, 342, 448, 460, 465, 466], "creat": [3, 4, 21, 34, 36, 37, 38, 39, 40, 41, 42, 44, 66, 80, 81, 82, 83, 84, 89, 91, 94, 95, 96, 104, 108, 122, 138, 139, 140, 141, 142, 143, 144, 145, 146, 156, 159, 198, 199, 210, 212, 219, 226, 291, 296, 340, 341, 342, 352, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 445, 448, 450, 451, 454, 455, 460, 465, 466, 474, 478], "creation": [91, 94, 467, 474, 478, 482], "crop": [106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123], "cross": [6, 69], "csingl": 9, "ct": 10, "cube": [57, 132, 431], "cubic": 94, "cumprod": [6, 89, 229, 474], "cumproduct": 6, "cumsum": [6, 85, 89, 230, 437, 447, 474], "cumul": [75, 76, 77, 85, 89, 229, 230, 297, 298, 437, 447], "cupi": [2, 467], "current": [10, 11, 12, 13, 22, 23, 24, 25, 26, 27, 28, 50, 51, 52, 53, 57, 58, 60, 67, 70, 71, 78, 79, 87, 89, 91, 94, 99, 100, 102, 132, 133, 134, 135, 136, 137, 140, 151, 153, 155, 156, 161, 175, 201, 202, 203, 204, 205, 215, 221, 222, 223, 225, 323, 336, 337, 346, 347, 349, 354, 355, 408, 410, 414, 415, 420, 424, 425, 426, 427, 436, 441, 442, 456, 457], "curv": 447, "custom": 474, "customarili": 10, "cut": 186, "cutoff": 191, "cycl": [108, 122], "cyclic": 351, "cython": 4, "d": [0, 14, 19, 21, 48, 61, 62, 76, 77, 80, 81, 82, 83, 84, 88, 89, 90, 91, 104, 108, 110, 115, 122, 124, 128, 130, 131, 143, 154, 156, 160, 180, 182, 183, 189, 190, 193, 213, 218, 229, 230, 236, 304, 338, 347, 348, 351, 361, 405, 412, 419, 421, 423, 434, 437, 439, 443, 444, 445, 452, 458, 460, 463, 474], "d0": [356, 383, 385], "d1": [356, 385], "d3": 81, "data": [1, 3, 4, 11, 12, 13, 14, 15, 18, 19, 22, 23, 24, 25, 26, 27, 28, 31, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 48, 50, 51, 52, 53, 55, 56, 57, 58, 62, 63, 64, 66, 67, 68, 69, 70, 71, 72, 73, 75, 78, 79, 80, 83, 86, 87, 88, 89, 91, 93, 95, 96, 97, 98, 99, 100, 102, 104, 105, 111, 117, 119, 125, 126, 128, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 161, 162, 164, 165, 166, 167, 168, 169, 171, 175, 176, 177, 186, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 213, 215, 216, 217, 221, 222, 223, 225, 226, 227, 228, 231, 232, 233, 234, 235, 237, 291, 320, 333, 335, 336, 337, 339, 341, 342, 345, 346, 347, 349, 351, 352, 354, 355, 356, 357, 358, 360, 363, 364, 365, 366, 367, 368, 369, 370, 371, 375, 378, 379, 381, 382, 383, 384, 385, 386, 388, 389, 390, 391, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 408, 409, 410, 411, 412, 414, 415, 416, 417, 418, 419, 420, 421, 424, 425, 426, 427, 428, 431, 432, 433, 434, 435, 436, 440, 441, 442, 445, 448, 456, 457, 461, 463, 464, 465, 466, 467, 478], "datatyp": [91, 188], "date": 4, "datetim": 91, "datetime_as_str": 6, "datetime_data": 6, "dcmake_c_compil": 4, "dcmake_cxx_compil": 4, "ddof": [73, 89, 235, 237, 327, 334, 435, 461], "decai": 369, "decim": [33, 89, 125, 126, 321, 415, 418], "decomposit": [178, 185, 188, 191, 195, 478], "decompress": 199, "decreas": [86, 447], "decreasingli": [10, 107, 109, 113, 114], "deem": 138, "def": 0, "default": [3, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 41, 42, 44, 48, 50, 51, 52, 53, 54, 55, 57, 58, 60, 62, 63, 64, 66, 67, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 83, 84, 85, 86, 87, 89, 91, 92, 93, 94, 95, 96, 97, 99, 100, 102, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 126, 129, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 161, 162, 165, 166, 167, 168, 169, 175, 176, 177, 178, 179, 182, 184, 186, 188, 189, 190, 191, 192, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 291, 296, 304, 336, 337, 339, 340, 341, 342, 344, 346, 347, 348, 349, 351, 354, 355, 356, 360, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 394, 395, 397, 400, 405, 407, 408, 409, 410, 411, 412, 414, 415, 416, 417, 418, 419, 420, 421, 422, 424, 425, 426, 427, 428, 429, 431, 432, 434, 435, 436, 437, 439, 440, 441, 442, 443, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 463, 464, 465, 466, 474], "default_rng": 6, "defg": 94, "defici": 188, "defin": [10, 74, 91, 96, 106, 135, 136, 145, 151, 152, 153, 215, 221, 226, 342, 346, 407, 466, 474], "definit": [74, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 133, 178, 447], "deg": [18, 355], "deg2rad": [6, 354, 355, 459], "degre": [6, 18, 78, 235, 237, 354, 355, 398, 435, 459, 461, 482], "del": 482, "delet": [6, 20], "delta": [10, 235, 237, 435, 459, 461], "demonstr": [0, 4, 91], "dens": [159, 219], "densiti": 152, "depend": [4, 32, 84, 105, 111, 117, 119, 182, 186, 192, 194, 195, 198, 234, 236, 422, 464], "deprec": 6, "deprecate_with_doc": 6, "depth": [61, 62, 90, 154, 419, 434, 463], "deriv": 148, "descend": 195, "descr": 91, "describ": [75, 91, 211, 409, 478], "descript": [75, 91, 112, 114, 152, 211, 409, 474], "design": 10, "desir": [21, 34, 37, 38, 40, 42, 43, 55, 95, 96, 104, 112, 113, 114, 144, 145, 146, 156, 198, 210, 341, 342, 444, 448, 465, 466], "destin": [62, 154, 224, 351, 352, 419, 434, 440, 463], "destruct": 482, "det": [6, 193], "detail": [33, 107, 109, 113, 114, 118, 119, 121, 123, 138, 418, 450, 451, 454, 455, 458, 474], "determin": [13, 18, 22, 23, 24, 25, 26, 27, 28, 50, 52, 53, 57, 67, 70, 71, 78, 79, 87, 99, 100, 102, 134, 135, 136, 137, 140, 141, 143, 155, 175, 180, 186, 192, 193, 200, 201, 202, 203, 204, 205, 213, 215, 221, 222, 225, 337, 347, 354, 355, 408, 410, 414, 420, 424, 426, 427, 431, 432, 436, 441, 442, 445, 456, 457], "devel": 4, "develop": [3, 4], "deviat": [89, 216, 232, 235, 237, 327, 356, 371, 378, 435, 461], "devic": [0, 2, 3, 21, 34, 37, 38, 39, 40, 41, 42, 44, 48, 66, 75, 80, 81, 83, 89, 93, 95, 96, 104, 105, 108, 122, 126, 138, 139, 140, 141, 142, 143, 144, 145, 146, 156, 159, 198, 199, 210, 211, 212, 213, 216, 219, 232, 235, 237, 291, 296, 340, 341, 342, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 409, 433, 435, 448, 450, 454, 460, 461, 465, 466], "df": [360, 376, 398, 399], "dfden": [364, 377], "dfnum": [364, 377], "dft": [10, 106, 111, 112, 116, 117, 120], "di": [81, 82], "diag": [6, 83, 84, 93, 104, 130, 131, 156, 181, 183, 195, 445], "diag_indic": [6, 82, 124], "diag_indices_from": [6, 81, 124], "diagflat": [6, 80, 84, 445], "diagon": [6, 80, 81, 82, 83, 89, 93, 104, 124, 156, 178, 182, 183, 184, 212, 332, 445, 448, 449, 450, 451, 453, 454, 455, 474], "dice": 373, "dictionari": 91, "diff": [6, 77, 92, 148, 152], "differ": [3, 10, 15, 21, 34, 37, 38, 39, 40, 42, 48, 66, 75, 77, 80, 83, 85, 89, 91, 92, 95, 96, 104, 107, 108, 112, 113, 115, 118, 121, 122, 125, 130, 131, 132, 139, 140, 141, 142, 144, 145, 146, 148, 156, 162, 184, 198, 199, 210, 211, 213, 219, 296, 340, 341, 342, 345, 347, 352, 409, 436, 440, 448, 450, 454, 459, 460, 465, 466, 478], "digit": [6, 10, 125, 152], "dim": 15, "dimens": [14, 19, 20, 29, 30, 34, 45, 46, 47, 48, 61, 62, 68, 72, 73, 74, 81, 84, 85, 89, 91, 101, 113, 114, 126, 130, 131, 148, 154, 159, 160, 188, 190, 192, 211, 214, 216, 218, 219, 220, 224, 227, 228, 231, 232, 233, 234, 235, 236, 237, 304, 312, 323, 335, 338, 340, 348, 352, 356, 386, 388, 389, 391, 409, 412, 423, 433, 434, 435, 437, 438, 439, 440, 444, 445, 450, 451, 454, 455, 458, 461, 474, 478], "dimension": [2, 4, 31, 65, 69, 72, 75, 81, 82, 83, 84, 85, 86, 89, 92, 93, 106, 107, 109, 111, 112, 113, 114, 117, 118, 119, 120, 121, 123, 124, 139, 140, 142, 148, 159, 186, 192, 196, 197, 211, 214, 218, 219, 220, 227, 228, 231, 233, 235, 237, 326, 335, 340, 343, 348, 409, 429, 435, 437, 439, 444, 447, 458, 461, 462, 467], "direct": [10, 74, 85, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 130, 131, 148, 337], "directli": [91, 141, 159, 210, 338, 440], "directori": 147, "dirichlet": 6, "discard": 457, "discont": 459, "discontinu": 459, "discret": [3, 10, 65, 69, 77, 85, 92, 106, 107, 108, 109, 112, 113, 114, 117, 118, 119, 120, 121, 122, 123, 148, 356, 467], "disp": 6, "dispers": 401, "displac": [89, 328], "distanc": 148, "distinct": [135, 136, 215, 221], "distinguish": 91, "distribut": [3, 4, 210, 356, 357, 358, 360, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 381, 382, 383, 384, 385, 387, 388, 390, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 478], "divid": [6, 90, 134, 137, 222, 410, 456], "divis": [87, 134, 137, 222, 347, 410, 456, 457], "divisor": [235, 237, 435, 461], "divmod": [6, 474], "dlpack": 138, "dmlc": 138, "dn": [356, 383, 385], "do": [3, 4, 91, 212, 358, 417, 447], "docstr": 474, "document": [0, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 150, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 304, 305, 306, 308, 309, 310, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 325, 326, 327, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 393, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 458, 459, 460, 461, 462, 463, 464, 465, 466, 474], "doe": [20, 21, 56, 93, 103, 105, 120, 135, 136, 138, 192, 226, 229, 230, 345, 439], "domain": [10, 111, 116], "done": [3, 44, 89, 93, 197, 291, 458, 459], "dot": [6, 89, 93, 94, 160, 178, 183, 185, 189, 191, 192, 194, 195, 196, 197, 213, 443, 462], "doubl": [9, 369, 443], "down": 131, "dp": [87, 180, 182, 193, 194, 347, 412, 413, 436, 456], "dpcpp": 4, "dpcpp_linux": 4, "dpcpp_win": 4, "dpctl": [0, 4, 21, 34, 37, 38, 39, 40, 41, 42, 44, 66, 80, 81, 83, 89, 95, 96, 104, 108, 122, 138, 139, 140, 141, 142, 143, 144, 145, 146, 156, 159, 198, 199, 210, 212, 219, 227, 228, 231, 233, 234, 291, 296, 340, 341, 342, 350, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 448, 450, 454, 460, 465, 466], "dpnp": [0, 2, 3, 4, 10, 467, 474, 478, 479, 482], "dpnp_arrai": [21, 34, 37, 38, 39, 40, 42, 44, 66, 80, 81, 83, 95, 96, 104, 108, 122, 125, 138, 139, 140, 141, 142, 143, 144, 145, 146, 156, 157, 159, 198, 199, 210, 212, 219, 238, 291, 296, 340, 341, 342, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 448, 450, 454, 460, 465, 466, 467], "dpnp_iface_arraycr": [219, 340], "draw": [356, 357, 358, 360, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 381, 382, 384, 390, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403], "drawn": [356, 357, 358, 360, 363, 364, 365, 366, 367, 368, 369, 370, 371, 373, 374, 375, 378, 379, 381, 382, 384, 387, 390, 396, 397, 398, 399, 400, 401, 402, 403, 404, 422], "drill": [358, 375], "driver": 2, "drop": [3, 91], "dsplit": [6, 62, 90], "dst": 68, "dstack": [6, 61, 62, 154, 419, 434, 463], "dt": [91, 447], "dt2": 91, "dtype": [0, 9, 11, 12, 13, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 34, 35, 37, 38, 39, 40, 41, 42, 44, 48, 50, 51, 52, 53, 56, 57, 58, 62, 63, 64, 67, 70, 71, 73, 75, 76, 77, 78, 79, 81, 87, 89, 93, 95, 96, 97, 99, 100, 102, 104, 105, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 124, 125, 126, 132, 133, 134, 135, 136, 137, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 150, 151, 152, 154, 155, 156, 157, 158, 159, 161, 165, 166, 167, 168, 169, 175, 176, 177, 189, 195, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 213, 214, 215, 216, 220, 221, 222, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 291, 297, 298, 309, 315, 324, 327, 329, 332, 334, 336, 337, 339, 341, 342, 346, 347, 348, 349, 354, 355, 356, 378, 384, 400, 408, 409, 410, 413, 414, 415, 418, 419, 420, 424, 425, 426, 427, 430, 431, 432, 434, 435, 436, 437, 439, 441, 442, 445, 448, 449, 453, 456, 457, 461, 463, 465, 466, 474], "due": [120, 482], "dump": 6, "dx": [148, 447], "dy": 148, "dz": 148, "e": [9, 10, 23, 25, 75, 76, 84, 91, 95, 96, 101, 104, 107, 111, 112, 113, 114, 117, 119, 120, 132, 140, 144, 145, 148, 156, 175, 181, 193, 196, 200, 341, 342, 356, 407, 411, 438, 448, 465, 466], "ea": 94, "each": [0, 11, 12, 13, 18, 22, 23, 24, 25, 26, 27, 28, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 57, 58, 63, 64, 67, 70, 71, 76, 77, 81, 84, 86, 87, 89, 91, 94, 97, 99, 100, 102, 107, 109, 111, 113, 114, 117, 118, 119, 121, 123, 130, 131, 132, 133, 134, 137, 141, 148, 149, 150, 152, 153, 158, 161, 165, 166, 167, 175, 176, 177, 181, 182, 183, 184, 186, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 213, 222, 224, 225, 226, 321, 336, 338, 339, 346, 347, 349, 352, 358, 375, 406, 408, 410, 411, 414, 415, 416, 418, 420, 424, 425, 426, 427, 431, 432, 434, 436, 440, 441, 442, 444, 447, 450, 451, 454, 455, 456, 457, 458, 474], "easier": 439, "easiest": 4, "easili": [0, 153], "edg": [60, 86, 152, 153], "edge_ord": 148, "ediff1d": [6, 85, 148], "effect": [94, 132, 135, 136, 215, 221, 347, 459], "effici": [10, 106, 120, 140, 188, 191, 195], "efgh": 94, "eig": [6, 182, 183, 184], "eigenvalu": [181, 182, 183, 184, 478], "eigenvector": [181, 182, 183, 184], "eigh": [6, 181, 183, 184], "eigval": [6, 181, 182, 184], "eigvalsh": [6, 181, 182, 183], "einstein": [88, 93, 94, 160, 197, 213, 343, 443], "einsum": [6, 88, 94, 160, 197, 213, 343, 443], "einsum_path": [6, 93], "either": [35, 36, 42, 48, 75, 84, 91, 107, 109, 111, 113, 114, 117, 119, 121, 123, 124, 148, 160, 182, 184, 190, 192, 211, 227, 228, 231, 233, 234, 236, 409, 421, 440, 447], "element": [4, 10, 11, 12, 13, 14, 15, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 31, 32, 33, 35, 36, 39, 48, 49, 50, 51, 52, 53, 57, 58, 60, 63, 64, 67, 68, 70, 71, 75, 76, 77, 82, 84, 85, 86, 87, 89, 91, 92, 94, 97, 99, 100, 102, 103, 104, 105, 107, 109, 113, 114, 118, 119, 120, 121, 123, 124, 126, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 143, 148, 149, 150, 151, 152, 153, 155, 156, 158, 159, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 178, 183, 187, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 218, 220, 221, 222, 223, 225, 226, 229, 230, 231, 233, 234, 235, 236, 237, 286, 287, 294, 295, 297, 298, 300, 301, 304, 306, 307, 309, 311, 313, 314, 319, 320, 321, 322, 324, 327, 328, 331, 334, 336, 337, 338, 339, 345, 346, 347, 348, 349, 351, 353, 405, 406, 407, 408, 409, 410, 411, 412, 414, 415, 416, 417, 418, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 431, 432, 435, 436, 437, 439, 441, 442, 443, 444, 445, 447, 449, 451, 453, 455, 456, 457, 458, 459, 461, 464, 474, 478, 482], "element_count": [89, 324, 428], "ellipsi": 93, "els": [0, 193, 243], "elsewher": [104, 156, 448, 464], "empti": [4, 6, 34, 89, 96, 107, 109, 113, 114, 118, 119, 121, 123, 140, 144, 145, 186, 301, 341, 342, 345, 465, 466], "empty_lik": [6, 34, 95, 145, 342, 466], "enabl": [124, 188, 191, 195], "encount": [229, 230, 231, 233], "end": [20, 21, 84, 91, 92, 94, 112, 146, 198, 210], "end_tim": 0, "endian": 91, "endpoint": [21, 146, 198, 210, 447], "engin": 392, "enough": 152, "entir": [48, 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183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 291, 296, 299, 301, 304, 305, 306, 312, 314, 318, 323, 324, 325, 333, 335, 336, 337, 338, 339, 340, 341, 342, 343, 345, 346, 348, 349, 350, 351, 352, 354, 355, 381, 390, 403, 404, 405, 406, 407, 408, 409, 410, 411, 414, 415, 416, 417, 418, 419, 420, 421, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466], "nr": 10, "nsamp": 368, "nsampl": 368, "nth": 443, "nuc": 190, "num": [0, 91, 98, 146, 198, 210, 447, 459], "number": [10, 14, 15, 18, 19, 20, 21, 32, 33, 39, 48, 49, 54, 55, 72, 81, 83, 85, 86, 89, 91, 92, 93, 94, 101, 104, 105, 109, 111, 112, 113, 114, 116, 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77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 150, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 300, 304, 305, 306, 312, 318, 323, 333, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 393, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 474, 478], "nx": 218, "ny": 218, "nyquist": [10, 107, 109, 110, 111, 112, 113, 114, 117, 119, 120, 122], "o": [4, 14, 19, 91], "obj": [29, 30, 31, 91, 138, 152], "obj2sctyp": 6, "object": [21, 34, 37, 38, 39, 40, 41, 42, 43, 44, 66, 80, 81, 83, 89, 91, 95, 96, 101, 104, 108, 122, 125, 127, 138, 139, 140, 141, 142, 143, 144, 145, 146, 156, 157, 159, 179, 182, 190, 198, 199, 210, 212, 219, 291, 296, 320, 340, 341, 342, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 412, 448, 450, 454, 460, 465, 466, 474], "obtain": [10, 84, 178, 338], "obviou": 10, "occupi": [125, 157], "occur": [20, 44, 56, 62, 68, 89, 93, 154, 181, 213, 226, 291, 419, 434, 463], "occurr": [29, 30, 49, 86, 152, 227, 228, 458], "odd": [10, 108, 111, 115, 116, 117, 119, 120, 122], "off": [21, 181, 186], "offset": [84, 89, 91, 139, 140, 212, 299, 332, 445, 450, 451, 454, 455], "often": 151, "ogrid": [159, 464], "ogridclass": 340, "oil": [358, 375], "omit": [356, 384], "onc": 185, "one": [3, 4, 29, 30, 31, 34, 36, 41, 45, 46, 47, 48, 60, 65, 68, 69, 72, 89, 91, 95, 97, 101, 103, 104, 106, 107, 109, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 123, 130, 131, 132, 135, 136, 140, 144, 148, 153, 154, 156, 159, 164, 183, 187, 190, 200, 201, 203, 212, 214, 215, 218, 219, 220, 221, 227, 228, 234, 236, 296, 304, 307, 338, 340, 342, 345, 348, 375, 417, 429, 433, 434, 437, 439, 443, 447, 450, 451, 454, 455, 458, 465, 474], "oneapi": [21, 34, 37, 38, 39, 40, 41, 42, 44, 66, 80, 81, 83, 89, 95, 96, 104, 108, 122, 138, 139, 140, 141, 142, 143, 144, 145, 146, 156, 159, 198, 199, 210, 212, 219, 291, 296, 340, 341, 342, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 448, 450, 454, 460, 465, 466], "onedpl": 4, "onemkl": [4, 181, 183], "ones": [6, 34, 40, 42, 48, 75, 87, 89, 93, 95, 96, 97, 101, 104, 123, 144, 145, 155, 156, 174, 186, 188, 211, 212, 229, 234, 342, 348, 409, 413, 417, 446, 448, 456, 465, 466], "ones_lik": [6, 34, 96, 145, 341, 466], "onli": [10, 14, 19, 21, 29, 30, 31, 34, 37, 38, 40, 42, 44, 45, 48, 60, 66, 69, 73, 89, 91, 93, 94, 95, 96, 104, 110, 120, 124, 138, 139, 140, 141, 142, 143, 144, 145, 146, 148, 152, 153, 159, 178, 182, 184, 192, 195, 198, 199, 210, 212, 213, 214, 216, 217, 220, 226, 227, 228, 231, 232, 233, 234, 235, 237, 291, 323, 325, 341, 342, 344, 345, 346, 348, 356, 378, 384, 400, 412, 422, 429, 435, 437, 440, 454, 458, 459, 461, 464, 465, 466, 474], "open": [140, 159, 198, 340, 356, 386, 388, 389, 391, 400, 438], "opencl": [21, 34, 37, 38, 39, 40, 42, 66, 80, 83, 95, 96, 104, 108, 122, 139, 140, 141, 142, 144, 145, 146, 156, 198, 199, 210, 219, 340, 341, 342, 448, 460, 465, 466], "oper": [10, 13, 50, 51, 52, 53, 87, 91, 93, 94, 97, 101, 124, 134, 137, 149, 150, 161, 175, 176, 177, 178, 206, 208, 213, 214, 220, 222, 225, 226, 227, 228, 336, 339, 346, 347, 351, 410, 414, 436, 444, 456, 458, 459, 467, 478], "operand": [93, 94, 197, 343, 443], "opposit": [10, 91, 103, 111, 116, 345], "optim": [4, 93, 94, 152, 153], "option": [10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 41, 42, 44, 48, 50, 51, 52, 53, 56, 57, 58, 60, 62, 63, 64, 66, 67, 68, 70, 71, 72, 74, 75, 76, 77, 78, 79, 80, 81, 83, 84, 85, 86, 87, 88, 89, 91, 92, 93, 95, 96, 97, 99, 100, 102, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 126, 129, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 161, 162, 165, 166, 167, 168, 169, 175, 176, 177, 178, 179, 182, 184, 186, 188, 189, 190, 191, 192, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 218, 219, 220, 221, 222, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 291, 296, 304, 333, 336, 337, 339, 340, 341, 342, 343, 346, 347, 348, 349, 351, 354, 355, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 405, 407, 408, 409, 410, 411, 412, 414, 415, 416, 417, 418, 419, 420, 421, 424, 425, 426, 427, 428, 429, 431, 432, 433, 434, 435, 436, 437, 439, 440, 441, 442, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 463, 464, 465, 466, 482], "ord": 190, "order": [10, 11, 12, 13, 18, 22, 23, 24, 25, 26, 27, 28, 31, 34, 37, 38, 39, 40, 42, 43, 44, 50, 51, 52, 53, 57, 58, 60, 63, 64, 66, 67, 70, 71, 78, 79, 84, 86, 87, 89, 91, 93, 94, 95, 96, 97, 99, 100, 102, 104, 105, 107, 109, 112, 113, 114, 117, 119, 123, 124, 126, 129, 130, 131, 132, 133, 134, 135, 136, 137, 140, 144, 145, 148, 149, 150, 151, 152, 155, 158, 161, 165, 166, 167, 175, 176, 177, 179, 181, 182, 183, 184, 195, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 213, 215, 218, 221, 222, 224, 225, 245, 290, 291, 296, 304, 314, 317, 322, 325, 333, 336, 337, 338, 339, 341, 342, 344, 346, 347, 349, 354, 355, 405, 408, 410, 412, 414, 415, 420, 421, 424, 425, 426, 427, 429, 431, 432, 436, 441, 442, 443, 446, 456, 457, 458, 460, 464, 465, 466, 478], "ordin": [186, 194], "ordinari": [117, 160, 178], "org": 4, "orient": [74, 352, 440], "origin": [54, 84, 89, 111, 117, 119, 190, 218, 224, 234, 236, 412, 416, 458], "ortho": [10, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123], "orthogon": [183, 192], "orthonorm": 192, "other": [31, 36, 44, 54, 55, 85, 89, 91, 112, 113, 114, 117, 119, 133, 141, 156, 181, 183, 189, 224, 241, 242, 246, 248, 249, 251, 252, 253, 254, 255, 256, 257, 260, 261, 262, 263, 264, 265, 266, 268, 269, 270, 271, 272, 273, 276, 278, 280, 283, 284, 285, 291, 356, 400, 417, 429, 458, 467, 478], "otherwis": [3, 11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 48, 50, 51, 52, 53, 54, 55, 56, 57, 58, 60, 63, 64, 66, 67, 69, 70, 71, 72, 73, 78, 79, 80, 85, 87, 89, 91, 93, 95, 96, 97, 98, 99, 100, 102, 104, 126, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 149, 150, 151, 155, 156, 160, 161, 165, 166, 167, 175, 176, 177, 186, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 213, 214, 215, 216, 217, 220, 221, 222, 223, 225, 227, 228, 231, 232, 233, 234, 235, 236, 237, 291, 320, 336, 337, 339, 341, 342, 346, 347, 348, 349, 354, 355, 356, 357, 358, 360, 363, 364, 365, 366, 367, 368, 369, 370, 371, 373, 374, 375, 378, 379, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 393, 396, 397, 398, 399, 400, 401, 402, 403, 404, 408, 409, 410, 411, 412, 414, 415, 420, 421, 424, 425, 426, 427, 429, 431, 432, 433, 435, 436, 437, 441, 442, 445, 456, 457, 461, 464, 465, 466], "otim": 443, "out": [11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 39, 40, 41, 42, 43, 45, 46, 47, 48, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 66, 67, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 85, 87, 88, 89, 90, 92, 93, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 123, 125, 126, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 149, 150, 151, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 174, 175, 176, 177, 179, 185, 189, 190, 191, 194, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 213, 214, 215, 216, 217, 219, 220, 221, 222, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 286, 287, 288, 289, 292, 293, 296, 297, 298, 304, 308, 309, 310, 315, 321, 327, 329, 331, 332, 333, 334, 336, 337, 338, 339, 340, 341, 342, 343, 346, 347, 348, 349, 350, 351, 354, 355, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 397, 400, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 424, 425, 426, 427, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 452, 453, 456, 457, 459, 460, 461, 462, 463, 464, 465, 466], "outer": [6, 74, 84, 93, 94, 174], "output": [10, 11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 31, 32, 33, 34, 37, 38, 39, 40, 41, 42, 44, 50, 51, 52, 53, 57, 58, 60, 63, 64, 66, 67, 70, 71, 75, 76, 77, 78, 79, 80, 81, 83, 85, 87, 88, 89, 91, 93, 94, 95, 96, 97, 99, 100, 102, 104, 105, 106, 107, 108, 109, 111, 112, 113, 114, 117, 118, 119, 120, 122, 123, 126, 128, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 149, 150, 151, 155, 156, 158, 159, 161, 162, 163, 165, 166, 167, 175, 176, 177, 189, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 212, 213, 214, 215, 216, 218, 219, 220, 221, 222, 225, 228, 229, 230, 232, 234, 235, 236, 237, 291, 296, 336, 337, 339, 340, 341, 342, 346, 347, 348, 349, 354, 355, 356, 357, 358, 360, 363, 364, 365, 366, 367, 368, 369, 370, 371, 375, 378, 379, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 407, 408, 410, 411, 414, 415, 418, 420, 424, 425, 426, 427, 429, 431, 432, 433, 435, 436, 437, 439, 441, 442, 444, 445, 448, 450, 454, 456, 457, 458, 459, 460, 461, 464, 465, 466, 478, 482], "outsid": [152, 153], "over": [10, 14, 19, 48, 75, 76, 77, 88, 89, 93, 94, 106, 107, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 123, 127, 129, 141, 146, 152, 153, 160, 190, 198, 210, 211, 213, 214, 216, 218, 220, 229, 230, 231, 232, 233, 234, 235, 236, 237, 304, 348, 352, 356, 383, 388, 399, 400, 409, 435, 437, 439, 440, 443, 447, 459, 461, 478], "overal": [107, 109, 113, 114, 118, 119, 121, 123], "overflow": 132, "overrid": [74, 96, 145, 342, 466], "overview": 2, "overwrite_input": 217, "p": [10, 179, 186, 187, 358, 361, 366, 372, 375, 459], "pack": [84, 405, 478], "packag": [0, 3], "packbit": 6, "pad": [6, 91, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123], "page": [3, 478], "pair": [10, 94, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 181], "parallel": [1, 3, 4, 9, 467], "paramet": [11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 50, 51, 52, 53, 54, 55, 56, 57, 58, 60, 61, 62, 63, 64, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 291, 296, 301, 304, 320, 333, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 351, 352, 354, 355, 356, 357, 358, 360, 363, 364, 365, 366, 367, 368, 369, 370, 371, 373, 374, 375, 378, 379, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 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\ No newline at end of file
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66, 67, 68, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 87, 89, 90, 91, 92, 93, 94, 95, 96, 97, 99, 100, 101, 102, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 126, 129, 132, 133, 134, 135, 136, 137, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 150, 151, 152, 153, 154, 155, 156, 159, 161, 162, 164, 165, 166, 167, 171, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 186, 187, 189, 190, 191, 192, 193, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 208, 210, 211, 212, 213, 214, 215, 219, 220, 221, 222, 224, 225, 226, 227, 228, 229, 230, 231, 233, 234, 235, 236, 237, 291, 296, 305, 312, 314, 318, 323, 335, 336, 337, 338, 339, 340, 341, 342, 346, 347, 348, 350, 351, 352, 354, 355, 356, 359, 361, 362, 372, 377, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 405, 408, 409, 410, 411, 412, 413, 414, 416, 417, 419, 420, 422, 423, 424, 425, 426, 427, 429, 431, 432, 434, 435, 436, 437, 439, 440, 441, 442, 443, 444, 446, 447, 448, 450, 451, 452, 454, 455, 456, 457, 458, 460, 461, 463, 464, 465, 466, 474, 478, 482], "Then": [10, 40, 42, 212], "There": [10, 198, 458], "These": [4, 20, 91, 93, 94, 101, 212, 224, 352, 440, 450, 454, 474, 478], "To": [4, 111, 117, 119, 132, 338, 459], "With": [29, 30, 48, 72, 190, 214, 220, 227, 228, 234, 236, 348, 437], "_": [0, 153, 434, 447], "__array_interface__": 91, "__bool__": 474, "__dlpack__": 138, "__dlpack_device__": 138, "__eq__": [89, 91, 127, 356], "__ge__": [89, 91, 127, 356], "__getitem__": [89, 91, 127], "__gt__": [89, 91, 127, 356], "__iter__": 127, "__le__": [89, 91, 127, 356], "__len__": [89, 91], "__lt__": [89, 91, 127, 356], "__main__": 0, "__name__": 0, "__ne__": [89, 91, 127, 356], "__next__": 127, "__setitem__": [89, 127], "__sycl_usm_array_interface__": 41, "_dtypes_list": 0, "a1": [35, 36], "a2": [35, 36], "a_": 10, "a_k": 10, "a_m": 10, "a_max": 60, "a_min": 60, "a_resamp": 117, "ab": [6, 10, 12, 15, 162], "abc": 93, "abcd": 94, "about": [40, 42, 89, 125, 181, 302, 474], "abov": [3, 75, 80, 83, 109, 114, 119, 123, 159, 192, 211, 226, 409, 448, 449, 453], "absolut": [6, 11, 15, 18, 105, 162, 193, 235, 237, 349, 407, 435, 459, 461, 482], "accept": [31, 93, 356, 429, 450, 454], "access": [10, 81, 82, 124, 212, 450, 454, 474], "accord": [14, 19, 48, 56, 91, 123, 125, 181, 182, 183, 184, 211, 216, 232, 235, 237, 409, 414, 435, 461], "accordingli": [231, 233], "account": 412, "accumul": [75, 76, 77, 93, 152, 229, 230, 234, 236, 348, 437, 445], "accur": [91, 102, 148, 202, 204], "accuraci": [112, 113, 114, 117, 119], "achiev": 93, "across": [84, 153, 229, 230, 234, 236], "activ": 4, "actual": [91, 152, 153, 178, 189], "ad": [15, 91, 94, 101, 117, 162, 180, 193, 205, 459, 478], "add": [6, 91, 482], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "addit": [75, 178, 232, 458], "address": 91, "adjac": 459, "advanc": 93, "advers": 93, "advis": 4, "affect": [21, 84, 93, 124, 152, 153], "after": [90, 124, 337, 375, 416], "ag": 91, "against": [15, 29, 30, 54, 55, 60, 72, 147, 162, 190, 191, 214, 220, 227, 228, 234, 236, 348, 352, 437, 440], "ai": [3, 352, 440], "ai_max": 440, "ai_min": 440, "ainv": [185, 196], "al": 10, "algebra": [467, 478], "algorithm": [10, 93, 94, 106, 112, 120], "alia": [10, 16, 17, 87, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 125, 222, 238, 356, 386, 389, 391, 410, 419, 456, 459, 463], "alias": [9, 111, 112, 117, 119], "align": 91, "all": [4, 6, 9, 15, 18, 19, 20, 35, 36, 39, 44, 48, 61, 72, 79, 85, 89, 90, 91, 93, 94, 99, 100, 102, 104, 109, 110, 114, 115, 118, 119, 123, 124, 129, 130, 131, 139, 140, 142, 146, 148, 154, 156, 158, 178, 188, 191, 198, 210, 214, 220, 227, 228, 231, 233, 291, 294, 301, 314, 348, 358, 406, 407, 416, 419, 422, 433, 437, 458, 463, 474, 482], "allclos": [6, 35, 162, 185, 191, 192, 194, 195, 197], "alloc": [3, 4, 20, 21, 34, 37, 38, 39, 40, 41, 42, 44, 48, 66, 75, 80, 81, 83, 89, 95, 96, 104, 108, 122, 126, 139, 140, 141, 142, 143, 144, 145, 146, 156, 159, 168, 169, 198, 199, 210, 211, 212, 216, 219, 232, 235, 237, 291, 296, 340, 341, 342, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 397, 400, 409, 433, 435, 448, 450, 454, 460, 461, 465, 466], "allow": [44, 89, 93, 152, 153, 205, 212, 291, 320, 439, 474], "alltru": 6, "almost": [32, 181, 450], "along": [3, 4, 14, 16, 17, 19, 20, 29, 30, 31, 48, 61, 62, 72, 75, 76, 77, 80, 81, 83, 84, 85, 89, 90, 92, 103, 106, 107, 109, 110, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 124, 129, 130, 131, 135, 136, 141, 146, 148, 154, 159, 190, 192, 196, 197, 198, 210, 211, 214, 215, 216, 217, 218, 220, 221, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 288, 289, 290, 297, 298, 308, 310, 315, 316, 324, 327, 329, 331, 332, 334, 345, 348, 350, 351, 352, 409, 411, 416, 417, 419, 422, 428, 429, 434, 435, 437, 439, 440, 443, 444, 445, 447, 450, 451, 454, 455, 458, 459, 461, 463, 474], "alpha": [357, 362, 363, 379, 382], "alreadi": [4, 10, 38, 39, 45, 46, 47, 343, 458], "also": [3, 10, 13, 15, 18, 21, 27, 50, 52, 53, 67, 87, 89, 91, 93, 97, 101, 109, 114, 118, 119, 120, 123, 132, 134, 135, 136, 137, 141, 143, 148, 149, 150, 151, 152, 155, 162, 175, 176, 177, 178, 204, 205, 212, 215, 221, 222, 224, 225, 323, 338, 339, 347, 394, 410, 414, 436, 439, 456, 458, 474], "alter": 84, "altern": [3, 4, 14, 19, 76, 77, 88, 89, 213, 214, 216, 220, 229, 230, 232, 234, 235, 236, 237, 333, 348, 435, 437, 461], "although": [18, 91, 113, 114, 115, 444], "alwai": [4, 10, 31, 37, 44, 84, 89, 92, 105, 132, 138, 182, 184, 235, 237, 291, 338, 412, 430, 435, 461], "amax": [6, 214], "ambigu": 474, "amin": [6, 220], "among": 92, "amplitud": 10, "an": [0, 3, 4, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 57, 58, 59, 60, 61, 62, 63, 64, 66, 67, 70, 71, 75, 76, 77, 80, 81, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 99, 100, 101, 102, 103, 104, 106, 107, 108, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 128, 129, 130, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 163, 164, 165, 166, 167, 171, 175, 176, 177, 180, 183, 186, 188, 189, 190, 192, 193, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 214, 215, 216, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 245, 290, 291, 292, 293, 296, 306, 308, 312, 314, 316, 319, 320, 323, 324, 325, 326, 330, 331, 333, 335, 336, 338, 339, 340, 341, 342, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 356, 358, 363, 364, 366, 375, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 404, 405, 406, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 453, 454, 455, 456, 457, 458, 459, 460, 461, 463, 464, 465, 466, 474, 482], "anaconda": [3, 4], "analog": [107, 109, 111, 113, 114, 116], "analysi": 10, "analyt": 3, "angl": [6, 10, 26, 27, 78, 79, 158, 354, 355, 406, 407, 459, 482], "ani": [3, 6, 14, 15, 20, 34, 37, 38, 39, 40, 41, 42, 44, 54, 55, 66, 80, 83, 85, 89, 91, 93, 94, 107, 109, 113, 114, 119, 123, 124, 144, 145, 146, 148, 153, 154, 164, 171, 172, 187, 197, 198, 210, 212, 231, 233, 291, 312, 356, 400, 429, 460, 474], "anoth": [4, 68, 89, 103, 113, 114, 138, 296, 316, 345, 351, 417], "answer": 358, "anti": [84, 124], "anyth": 91, "ap": 186, "apart": 447, "api": [0, 2, 3, 6, 21, 34, 37, 38, 39, 40, 41, 42, 44, 66, 80, 81, 83, 89, 91, 95, 96, 104, 108, 122, 138, 139, 140, 141, 142, 143, 144, 145, 146, 156, 159, 198, 199, 210, 212, 219, 291, 296, 340, 341, 342, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 448, 450, 454, 460, 465, 466], "appear": [101, 130, 131, 458], "append": [0, 6, 85, 92, 94, 101, 112, 113, 114, 175], "appli": [29, 30, 31, 48, 56, 93, 226, 413, 443, 447], "applic": [10, 91], "apply_along_axi": 6, "apply_over_ax": 6, "approach": [89, 91, 112, 113, 114, 323], "appropri": [4, 29, 30, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 147, 197, 227, 228, 231, 233, 356, 384, 387, 439, 474], "approxim": [125, 447], "ar": [3, 4, 10, 11, 12, 13, 14, 15, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 35, 36, 39, 44, 45, 46, 47, 48, 50, 51, 52, 53, 54, 57, 58, 60, 61, 62, 63, 64, 67, 68, 69, 70, 71, 72, 73, 75, 76, 77, 78, 79, 80, 84, 85, 87, 88, 89, 91, 92, 93, 94, 97, 98, 99, 100, 101, 102, 104, 105, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 126, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 141, 146, 148, 149, 150, 151, 152, 153, 155, 160, 161, 162, 165, 166, 167, 175, 176, 177, 178, 181, 182, 183, 184, 186, 187, 188, 189, 190, 191, 195, 196, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 220, 221, 222, 223, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 291, 313, 314, 323, 335, 336, 337, 338, 339, 344, 345, 346, 347, 348, 349, 352, 353, 354, 355, 356, 357, 358, 360, 363, 364, 365, 366, 367, 368, 369, 370, 371, 373, 374, 375, 378, 379, 381, 382, 384, 387, 388, 390, 396, 398, 399, 400, 401, 402, 403, 404, 405, 408, 409, 410, 414, 415, 416, 418, 419, 420, 421, 422, 424, 425, 426, 428, 429, 431, 432, 434, 435, 436, 437, 439, 440, 441, 442, 443, 445, 447, 451, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 474, 482], "arang": [0, 6, 13, 29, 30, 32, 45, 46, 47, 48, 49, 60, 67, 79, 80, 81, 82, 84, 87, 88, 89, 93, 97, 99, 100, 102, 103, 106, 128, 129, 132, 137, 145, 146, 148, 152, 159, 160, 174, 190, 198, 201, 202, 206, 207, 208, 209, 210, 212, 213, 214, 218, 220, 222, 225, 299, 339, 342, 345, 347, 351, 355, 380, 410, 413, 416, 422, 436, 443, 445, 447, 450, 451, 454, 455, 456, 464, 466], "arbitrari": [43, 88, 91, 93, 160, 213, 413, 450, 454], "arbitrarili": 93, "arc": [18, 26], "arcco": [6, 23, 24, 26, 27, 70], "arccosh": [6, 22, 25, 28, 71], "arcsin": [6, 22, 25, 26, 27, 426], "arcsinh": [6, 23, 24, 28, 427], "arctan": [6, 18, 22, 24, 27, 28, 441], "arctan2": [6, 18, 26], "arctanh": [6, 23, 25, 26, 27, 442], "area": 447, "arg": [54, 356], "arg1": 173, "arg2": 173, "argmax": [0, 6, 30, 89, 227, 352, 440, 474], "argmin": [6, 29, 89, 228, 440, 474], "argpartit": [6, 31, 352, 440, 474], "argsort": [6, 89, 352, 421, 429, 440, 446, 474], "argument": [0, 10, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 28, 50, 51, 52, 53, 56, 57, 58, 60, 62, 67, 70, 71, 78, 79, 87, 88, 89, 91, 94, 98, 99, 100, 102, 132, 133, 134, 135, 136, 137, 151, 155, 158, 161, 172, 173, 175, 189, 190, 201, 202, 203, 204, 205, 212, 213, 215, 221, 222, 223, 225, 320, 333, 336, 337, 346, 347, 349, 351, 354, 355, 406, 407, 408, 410, 413, 414, 415, 420, 424, 425, 426, 427, 434, 436, 441, 442, 443, 447, 456, 457, 474, 482], "argwher": [6, 338], "ari": [45, 46, 47, 92], "arithmet": [48, 146, 216, 217, 232, 235, 237, 346, 435, 437, 461, 467, 478], "around": [6, 89, 146, 351, 418], "arr": [20, 39, 82, 91, 153, 353, 380, 451, 455], "arr2": 91, "arr_t": [44, 89, 291], "arrai": [0, 2, 3, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 239, 245, 288, 289, 290, 291, 292, 293, 296, 299, 300, 301, 302, 304, 305, 306, 307, 309, 311, 312, 314, 316, 317, 318, 319, 320, 321, 323, 324, 325, 326, 327, 328, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 360, 361, 363, 364, 365, 366, 367, 368, 369, 370, 371, 375, 378, 379, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 478, 482], "array2str": 6, "array_equ": 6, "array_equiv": [6, 35], "array_lik": [20, 34, 37, 38, 39, 40, 41, 42, 43, 48, 66, 68, 80, 83, 92, 103, 144, 145, 146, 164, 171, 198, 210, 335, 345, 351, 352, 356, 423, 428, 439, 443, 460], "array_of_diagon": 84, "array_repr": 6, "array_split": [6, 62], "array_str": 6, "arrays_and_dtyp": 413, "art": 10, "asanyarrai": [6, 38, 39, 42], "asarrai": [4, 6, 37, 39, 40, 42, 43, 335, 428], "asarray_chkfinit": [6, 37, 38], "ascend": [182, 184, 421], "ascii": 91, "ascontiguousarrai": [6, 37, 38, 39, 42], "asfarrai": [6, 37, 38], "asfortranarrai": [6, 37, 38, 39, 40], "asmatrix": 6, "asnumpi": 89, "aspect": 91, "assembl": [62, 90, 154, 419, 434, 463], "assign": [89, 301, 323, 450, 454], "associ": [48, 152, 153, 474], "assum": [10, 48, 94, 111, 117, 119, 188, 191, 195, 212, 447], "astyp": [6, 89, 146, 338], "atleast_1d": [6, 46, 47, 101], "atleast_2d": [6, 45, 47, 101], "atleast_3d": [6, 45, 46, 101], "atol": [15, 162], "attain": 0, "attempt": [88, 189], "attribut": [89, 91, 96, 125, 145, 157, 192, 342, 466, 467], "automat": [152, 153], "avail": [2, 3, 4, 10, 69, 73, 91, 98, 217, 223, 227, 228, 231, 233, 234, 467, 474], "averag": [6, 89, 216, 232, 309, 437, 478], "avg": 48, "avoid": [34, 38, 46, 47, 111, 117, 119], "aweight": 73, "ax": [14, 19, 29, 30, 48, 72, 75, 85, 88, 89, 93, 101, 107, 109, 110, 113, 114, 115, 118, 119, 121, 123, 129, 148, 160, 190, 194, 196, 197, 211, 213, 214, 216, 220, 224, 227, 228, 231, 232, 233, 234, 235, 236, 237, 330, 333, 343, 348, 409, 416, 417, 433, 435, 437, 438, 443, 444, 445, 446, 458, 461], "axi": [14, 16, 17, 19, 20, 29, 30, 31, 48, 61, 62, 72, 74, 75, 76, 77, 84, 85, 89, 90, 92, 93, 101, 103, 106, 107, 109, 110, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 129, 130, 131, 135, 136, 141, 146, 148, 154, 159, 186, 190, 198, 210, 211, 213, 214, 215, 216, 217, 220, 221, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 286, 287, 288, 289, 290, 297, 298, 304, 308, 309, 310, 314, 315, 316, 319, 324, 325, 326, 327, 329, 331, 333, 334, 344, 345, 348, 350, 351, 352, 405, 409, 411, 412, 416, 417, 419, 422, 428, 429, 433, 434, 435, 437, 438, 439, 440, 443, 444, 445, 446, 447, 458, 459, 461, 463, 474], "axis1": [84, 89, 299, 330, 332, 438, 445], "axis2": [84, 89, 299, 330, 332, 438, 445], "axisa": 74, "axisb": 74, "axisc": 74, "axiserror": [31, 429], "b": [10, 13, 15, 20, 29, 30, 35, 36, 50, 53, 61, 62, 68, 74, 77, 88, 89, 90, 91, 93, 94, 97, 139, 140, 149, 150, 154, 160, 162, 174, 176, 177, 180, 186, 189, 190, 191, 193, 194, 195, 196, 197, 206, 208, 213, 214, 220, 337, 339, 343, 347, 357, 413, 419, 434, 443, 444, 452, 462, 463, 482], "back": [89, 141, 304, 405, 412, 417, 452], "backend": [2, 147, 359, 361, 362, 372, 377, 393], "backward": [10, 44, 89, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 148, 291, 416, 417], "bad": 368, "bartlett": 6, "base": [0, 4, 91, 93, 100, 103, 132, 146, 152, 153, 195, 200, 201, 202, 203, 204, 205, 210, 211, 213, 345, 347, 351, 353], "base_repr": 6, "basic": [56, 93, 474, 478], "bc": [180, 193], "bcde": 94, "becaus": [10, 14, 19, 111, 117, 119, 459, 474], "becom": [10, 89, 152, 333], "been": [90, 352, 417, 440], "befor": [4, 20, 31, 62, 75, 89, 92, 112, 113, 114, 130, 131, 197, 211, 214, 220, 235, 237, 314, 325, 348, 409, 416, 417, 429, 435, 437, 444, 461, 462], "begin": [92, 94, 146, 198, 210, 422], "behav": [199, 351], "behavior": [89, 121, 296, 444], "behaviour": 226, "behind": [89, 314], "being": [3, 91, 135, 136, 215, 221], "belong": [86, 152], "below": [0, 4, 9, 80, 83, 91, 117, 188, 448, 449, 453, 459, 474], "best": 94, "beta": [6, 367], "between": [15, 21, 56, 85, 92, 125, 140, 143, 148, 160, 162, 198, 210, 373, 387, 436, 447, 459], "beyond": [4, 416], "bia": 73, "big": 91, "bin": [86, 106, 108, 122, 152, 153, 394], "bin_edg": [152, 153], "binari": [50, 52, 53, 139, 140, 142, 143, 467, 478], "binary_repr": 6, "bincount": [6, 86, 152], "binomi": [6, 375], "bins_0": 153, "bins_1": 153, "bit": [50, 51, 52, 53, 91, 125, 157, 161, 175, 206, 208, 209, 234, 236, 414, 425, 478], "bitwis": [50, 52, 53], "bitwise_and": [6, 51, 52, 53, 161, 206], "bitwise_not": 6, "bitwise_or": [6, 50, 51, 53, 161, 208], "bitwise_xor": [6, 50, 51, 52, 161, 209], "biufcmmosuv": 91, "blackman": 6, "block": [6, 62, 90, 124, 154, 174, 419, 434, 463], "bmat": 6, "bool": [9, 14, 15, 19, 29, 30, 34, 35, 36, 38, 41, 44, 48, 56, 68, 72, 75, 86, 89, 91, 94, 97, 124, 138, 146, 149, 150, 152, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 176, 177, 178, 188, 190, 191, 195, 198, 210, 211, 214, 216, 218, 220, 226, 227, 228, 231, 232, 233, 234, 235, 236, 237, 291, 338, 339, 348, 409, 412, 422, 425, 435, 437, 439, 458, 460, 461, 474], "bool_": 9, "boolean": [50, 51, 52, 53, 68, 75, 91, 103, 132, 138, 159, 161, 162, 165, 166, 167, 168, 169, 170, 206, 208, 211, 212, 216, 232, 234, 235, 237, 338, 345, 409, 412, 435, 439, 461], "both": [10, 13, 15, 20, 27, 35, 36, 48, 50, 52, 53, 60, 67, 74, 87, 88, 97, 113, 120, 132, 134, 135, 136, 137, 149, 150, 151, 155, 160, 162, 174, 175, 176, 177, 190, 204, 205, 206, 208, 209, 213, 215, 221, 222, 225, 236, 337, 339, 347, 410, 414, 436, 443, 445, 450, 452, 454, 456, 462, 464], "bound": [351, 421, 439, 440], "boundari": [148, 351], "briefli": 474, "broadcast": [13, 14, 19, 29, 30, 36, 48, 54, 55, 60, 68, 72, 87, 93, 103, 132, 135, 136, 155, 168, 169, 190, 191, 209, 211, 213, 214, 215, 216, 220, 221, 225, 227, 228, 232, 234, 235, 236, 237, 347, 348, 351, 352, 409, 411, 435, 436, 437, 440, 444, 456, 461, 464], "broadcast_arrai": [6, 55], "broadcast_shap": 6, "broadcast_to": [6, 54, 444], "brought": 10, "buffer": [41, 76, 77, 89, 138, 139, 140, 142, 143, 199, 214, 220, 229, 230, 412], "buffer_lik": 139, "buffererror": 138, "build": 478, "build_loc": 4, "built": 91, "busday_count": 6, "busday_offset": 6, "byte": [6, 44, 89, 91, 93, 139, 140, 199, 291, 307, 311], "byte_bound": 6, "byteord": 91, "byteswap": 6, "bz2": 199, "c": [2, 4, 11, 12, 13, 18, 22, 23, 24, 25, 26, 27, 28, 34, 36, 37, 38, 39, 40, 42, 43, 44, 50, 51, 52, 53, 57, 58, 60, 63, 64, 66, 67, 70, 71, 74, 78, 79, 87, 88, 89, 91, 93, 94, 95, 96, 97, 99, 100, 102, 104, 105, 126, 132, 133, 134, 135, 136, 137, 144, 145, 147, 149, 150, 151, 155, 158, 160, 161, 165, 166, 167, 174, 175, 176, 177, 180, 186, 189, 190, 193, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 213, 215, 221, 222, 225, 291, 296, 304, 317, 336, 337, 338, 339, 341, 342, 346, 347, 349, 354, 355, 405, 408, 410, 412, 414, 415, 420, 424, 425, 426, 427, 431, 432, 436, 441, 442, 443, 444, 456, 457, 458, 464, 465, 466, 482], "c_contigu": [40, 42, 89, 296], "ca": 65, "calcul": [10, 11, 12, 13, 18, 27, 48, 75, 77, 85, 87, 92, 93, 97, 99, 100, 102, 106, 115, 132, 133, 134, 137, 148, 153, 155, 181, 182, 183, 184, 186, 191, 202, 204, 205, 211, 213, 216, 222, 225, 232, 235, 237, 339, 347, 348, 409, 410, 435, 436, 456, 461, 462, 467, 482], "call": [10, 18, 20, 29, 30, 31, 40, 42, 91, 112, 113, 114, 117, 120, 141, 181, 183, 189, 212, 245, 338, 433, 439, 444, 447, 482], "callabl": [141, 212], "cambridg": 10, "can": [0, 3, 4, 10, 13, 15, 20, 21, 27, 31, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 48, 50, 51, 52, 53, 56, 66, 67, 74, 80, 81, 83, 84, 87, 88, 89, 91, 93, 94, 95, 96, 97, 104, 106, 107, 108, 109, 112, 113, 114, 117, 118, 119, 122, 124, 132, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 150, 151, 154, 155, 156, 159, 160, 161, 162, 164, 171, 172, 174, 175, 176, 177, 178, 185, 186, 187, 197, 198, 199, 204, 205, 206, 208, 209, 210, 212, 213, 215, 219, 221, 222, 225, 234, 236, 291, 296, 323, 325, 336, 337, 338, 339, 340, 341, 342, 346, 347, 352, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 410, 412, 414, 429, 436, 439, 440, 443, 445, 447, 448, 450, 454, 455, 456, 458, 460, 462, 464, 465, 466, 474, 482], "can_cast": [6, 478], "cannot": [62, 227, 228, 433, 434], "capabl": [21, 34, 37, 38, 40, 42, 48, 105, 146, 198, 210, 213], "care": [21, 181], "cartesian": 218, "case": [4, 14, 19, 21, 29, 30, 34, 37, 38, 39, 40, 42, 48, 66, 76, 77, 80, 83, 85, 93, 94, 95, 96, 104, 108, 111, 116, 120, 122, 139, 140, 141, 142, 144, 145, 146, 148, 156, 181, 192, 195, 198, 199, 205, 210, 219, 229, 230, 234, 236, 340, 341, 342, 348, 412, 437, 443, 448, 459, 460, 465, 466, 474], "cast": [14, 19, 44, 56, 62, 68, 75, 76, 77, 89, 93, 132, 154, 181, 211, 213, 216, 226, 229, 230, 232, 234, 235, 236, 237, 291, 348, 409, 419, 434, 435, 437, 461, 463], "cat": [358, 375], "cauchi": 394, "cbrt": [6, 431], "cdef": 94, "cdot": 443, "cdoubl": 9, "ceil": [6, 33, 126, 133, 134, 415, 418, 457], "center": [107, 108, 109, 110, 114, 115, 122], "central": [148, 376, 377], "certain": [91, 212], "ch": 10, "chain": [88, 89, 93, 94], "chang": [44, 66, 74, 89, 91, 93, 103, 229, 230, 291, 304, 328, 333, 336, 345, 346, 351, 352, 353, 405, 412, 417, 459, 478], "char": 91, "charact": [91, 140], "check": [14, 19, 37, 38, 39, 56, 111, 164, 171, 178, 191, 194], "check_valid": 374, "chi": [360, 376], "chisquar": 6, "choic": [6, 59, 89, 106, 107, 109, 112, 113, 114, 118, 119, 121, 123, 182, 184, 292], "choicelist": 422, "choleski": 6, "choos": [6, 18, 26, 89, 94, 422, 464, 474], "chosen": [32, 152, 458, 464], "circ": 482, "circl": [193, 447], "clamp": [351, 439, 440], "clariti": 124, "class": [3, 89, 91, 127, 139, 140, 141, 143, 159, 199, 356, 384, 448, 478], "classic": 93, "clear": [91, 474], "clip": [6, 89, 351, 439, 440, 474], "close": [18, 22, 23, 24, 26, 43, 44, 89, 93, 101, 158, 198, 291, 356, 384, 406, 407, 415, 418, 447], "closer": 457, "cloud": 3, "cmake": 4, "co": [6, 22, 71, 183, 426, 441, 447], "code": [41, 91, 173], "coeffici": [186, 194, 197], "coerc": [41, 139, 140, 141, 142, 143, 199], "coin": 358, "col": 159, "collaps": [89, 304, 458], "column": [6, 37, 38, 39, 40, 42, 43, 44, 61, 62, 76, 77, 84, 89, 90, 104, 124, 130, 131, 148, 154, 156, 181, 182, 186, 189, 192, 195, 291, 405, 419, 434, 448, 450, 454, 460, 463], "column_stack": [6, 62, 90, 154, 419, 434, 463], "com": 4, "combin": [0, 91, 101, 109, 114, 119, 123, 148], "combinatori": 94, "come": 458, "comma": [91, 93], "command": 4, "common": [112, 113, 114, 338, 443], "common_typ": 6, "compani": [358, 375], "compar": [15, 35, 97, 135, 136, 153, 162, 215, 221], "compare_chararrai": 6, "comparison": [2, 97, 149, 150, 176, 177, 339, 467, 478], "compat": [3, 10, 14, 19, 44, 48, 89, 211, 216, 231, 232, 233, 235, 237, 291, 409, 412, 435, 461, 478], "compil": [4, 91, 147], "complement": 459, "complementari": [134, 459], "complet": [3, 4, 94, 140, 141, 192, 417, 474], "complex": [10, 11, 12, 18, 26, 27, 35, 56, 75, 88, 89, 91, 94, 98, 105, 106, 107, 109, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 125, 132, 135, 136, 158, 163, 164, 170, 171, 181, 182, 183, 184, 192, 193, 195, 211, 213, 215, 221, 226, 235, 237, 294, 295, 349, 406, 407, 409, 430, 435, 458, 461, 462, 474, 478], "complex128": [9, 10, 48, 413], "complex64": [9, 10, 48, 89, 132, 324], "compliant": 89, "complic": [93, 482], "compon": [10, 35, 110, 115, 122, 125, 158, 226, 406], "compos": 67, "composit": [77, 174, 437, 447], "compress": [6, 103, 422, 439, 474], "comput": [4, 10, 18, 22, 23, 24, 25, 26, 27, 28, 33, 48, 50, 51, 52, 53, 57, 63, 64, 70, 71, 75, 76, 77, 85, 86, 93, 99, 100, 101, 102, 105, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 133, 148, 149, 150, 151, 152, 153, 158, 159, 161, 174, 176, 177, 179, 180, 181, 182, 183, 184, 185, 189, 190, 191, 192, 193, 195, 196, 197, 200, 201, 202, 203, 206, 207, 208, 209, 211, 213, 216, 217, 222, 229, 230, 231, 232, 233, 234, 235, 236, 237, 336, 346, 349, 406, 408, 409, 410, 415, 418, 420, 424, 425, 426, 427, 431, 435, 437, 441, 442, 443, 447, 450, 454, 461], "compute_uv": [179, 195], "concaten": [6, 61, 90, 154, 419, 434, 440, 463], "concept": [21, 34, 37, 38, 39, 40, 41, 42, 44, 66, 80, 81, 83, 89, 95, 96, 104, 108, 122, 138, 139, 140, 141, 142, 143, 144, 145, 146, 156, 159, 198, 199, 210, 212, 219, 291, 296, 340, 341, 342, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 448, 450, 454, 460, 465, 466, 474], "cond": [6, 185], "condit": [32, 44, 88, 89, 103, 179, 185, 189, 291, 338, 345, 351, 353, 422, 464], "condlist": 422, "confus": 137, "conj": [6, 64, 89, 111, 158, 178, 181, 349], "conjug": [6, 10, 63, 88, 89, 117, 120, 158, 178, 181, 182, 183, 184, 213, 294, 349, 462], "consecut": [85, 92, 148], "conserv": 218, "consid": [15, 21, 34, 35, 37, 38, 40, 42, 94, 122, 146, 162, 165, 182, 184, 188, 198, 210, 213, 356, 384, 458], "consist": [35, 36, 92, 106, 107, 109, 112, 113, 114, 118, 119, 121, 123, 140, 153, 197, 198, 440, 443], "constant": [9, 91, 148], "constraint": 48, "construct": [37, 38, 39, 59, 80, 83, 84, 89, 91, 104, 139, 140, 141, 142, 143, 156, 199, 219, 292, 340, 422, 444, 445, 464, 467], "constructor": 474, "consum": [89, 311], "contain": [10, 11, 12, 13, 14, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 39, 50, 51, 52, 53, 57, 58, 60, 63, 64, 67, 68, 70, 71, 74, 75, 84, 87, 89, 91, 97, 99, 100, 102, 107, 108, 109, 112, 117, 120, 122, 128, 132, 133, 134, 135, 136, 137, 138, 143, 147, 148, 149, 150, 152, 153, 155, 158, 159, 161, 175, 176, 177, 182, 192, 195, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 211, 215, 216, 221, 222, 225, 227, 228, 231, 232, 233, 235, 237, 320, 336, 338, 339, 346, 347, 349, 356, 406, 408, 409, 410, 414, 415, 418, 420, 424, 425, 426, 427, 431, 432, 435, 436, 441, 442, 446, 450, 451, 454, 455, 456, 457, 461, 474], "content": [40, 89, 393], "context": 10, "contigu": [37, 38, 39, 40, 42, 88, 89, 93, 189, 317, 405, 412], "continu": [356, 388], "contourf": 218, "contract": [93, 94, 443], "contrast": [93, 351], "contribut": [10, 48, 152, 153], "control": [4, 44, 56, 62, 68, 89, 93, 154, 213, 291, 419, 434, 463], "conveni": [89, 333, 356], "convent": [88, 93, 94, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 160, 197, 213, 343, 443], "convers": [44, 89, 93, 291, 467], "convert": [20, 29, 30, 34, 37, 38, 39, 40, 41, 42, 43, 45, 46, 47, 66, 78, 79, 80, 83, 91, 93, 94, 101, 144, 145, 146, 164, 171, 198, 210, 354, 355, 459, 460], "convolut": [10, 65, 69], "convolv": [6, 69], "coolei": 10, "coordin": [72, 141, 148, 159, 218], "copi": [6, 20, 21, 31, 34, 35, 37, 38, 39, 40, 41, 42, 44, 45, 46, 47, 68, 80, 81, 83, 84, 89, 91, 95, 96, 103, 104, 108, 122, 138, 139, 140, 141, 142, 143, 144, 145, 146, 156, 159, 198, 199, 210, 212, 218, 219, 226, 245, 291, 304, 306, 314, 320, 323, 340, 341, 342, 344, 345, 346, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 397, 400, 412, 421, 429, 433, 448, 449, 450, 453, 454, 460, 465, 466, 474], "copysign": [6, 336, 346], "copyto": [6, 89, 103, 296, 345], "core": [3, 91, 93, 474], "corner": [107, 109, 113, 114], "corrcoef": [6, 73], "correct": [11, 12, 13, 18, 20, 22, 23, 24, 25, 26, 27, 28, 32, 33, 50, 51, 52, 53, 57, 58, 62, 63, 64, 67, 70, 71, 78, 79, 87, 97, 99, 100, 102, 105, 111, 117, 119, 126, 132, 133, 134, 135, 136, 137, 149, 150, 151, 155, 158, 161, 165, 166, 167, 175, 176, 177, 194, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 215, 221, 222, 225, 336, 337, 339, 346, 347, 349, 354, 355, 408, 410, 414, 415, 418, 420, 424, 425, 426, 427, 431, 432, 434, 436, 441, 442, 456, 457], "correctli": [18, 26, 29, 30, 72, 190, 214, 220, 227, 228, 234, 236, 338, 348, 437], "correl": [6, 478], "correspond": [6, 10, 21, 29, 30, 34, 37, 38, 39, 40, 41, 42, 44, 60, 62, 66, 78, 79, 80, 81, 83, 84, 89, 95, 96, 104, 107, 108, 109, 111, 113, 114, 117, 118, 119, 120, 121, 122, 123, 138, 139, 140, 141, 142, 143, 144, 145, 146, 148, 156, 159, 181, 182, 198, 199, 210, 212, 213, 219, 291, 296, 300, 340, 341, 342, 354, 355, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 416, 422, 423, 435, 443, 446, 447, 448, 450, 454, 460, 461, 465, 466, 474], "correspondingli": 10, "cosh": [6, 23, 70, 427, 442], "cosin": [22, 23, 24, 25, 26, 27, 28, 70, 71, 426, 427, 441, 442], "cost": [93, 94], "costli": 94, "could": [89, 111, 117, 119, 325], "count": [14, 19, 49, 72, 86, 91, 94, 129, 139, 140, 142, 143, 148, 152, 153, 338, 348, 358, 428, 437, 458, 467, 478], "count_nonzero": [6, 338], "counterpart": [10, 111, 117, 119, 474], "cov": [6, 374], "covari": 73, "cover": [450, 454, 478], "cpu": [4, 21, 34, 37, 38, 39, 40, 42, 66, 69, 73, 80, 83, 95, 96, 98, 104, 108, 122, 139, 140, 141, 142, 144, 145, 146, 156, 198, 199, 210, 217, 219, 223, 234, 340, 341, 342, 448, 460, 465, 466], "creat": [3, 4, 21, 34, 36, 37, 38, 39, 40, 41, 42, 44, 66, 80, 81, 82, 83, 84, 89, 91, 94, 95, 96, 104, 108, 122, 138, 139, 140, 141, 142, 143, 144, 145, 146, 156, 159, 198, 199, 210, 212, 219, 226, 291, 296, 340, 341, 342, 352, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 445, 448, 450, 451, 454, 455, 460, 465, 466, 474, 478], "creation": [91, 94, 467, 474, 478, 482], "crop": [106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123], "cross": [6, 69], "csingl": 9, "ct": 10, "cube": [57, 132, 431], "cubic": 94, "cumprod": [6, 89, 229, 474], "cumproduct": 6, "cumsum": [6, 85, 89, 230, 437, 447, 474], "cumul": [75, 76, 77, 85, 89, 229, 230, 297, 298, 437, 447], "cupi": [2, 467], "current": [10, 11, 12, 13, 22, 23, 24, 25, 26, 27, 28, 50, 51, 52, 53, 57, 58, 60, 67, 70, 71, 78, 79, 87, 89, 91, 94, 99, 100, 102, 132, 133, 134, 135, 136, 137, 140, 151, 153, 155, 156, 161, 175, 201, 202, 203, 204, 205, 215, 221, 222, 223, 225, 323, 336, 337, 346, 347, 349, 354, 355, 408, 410, 414, 415, 420, 424, 425, 426, 427, 436, 441, 442, 456, 457], "curv": 447, "custom": 474, "customarili": 10, "cut": 186, "cutoff": 191, "cycl": [108, 122], "cyclic": 351, "cython": 4, "d": [0, 14, 19, 21, 48, 61, 62, 76, 77, 80, 81, 82, 83, 84, 88, 89, 90, 91, 104, 108, 110, 115, 122, 124, 128, 130, 131, 143, 154, 156, 160, 180, 182, 183, 189, 190, 193, 213, 218, 229, 230, 236, 304, 338, 347, 348, 351, 361, 405, 412, 419, 421, 423, 434, 437, 439, 443, 444, 445, 452, 458, 460, 463, 474], "d0": [356, 383, 385], "d1": [356, 385], "d3": 81, "data": [1, 3, 4, 11, 12, 13, 14, 15, 18, 19, 22, 23, 24, 25, 26, 27, 28, 31, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 48, 50, 51, 52, 53, 55, 56, 57, 58, 62, 63, 64, 66, 67, 68, 69, 70, 71, 72, 73, 75, 78, 79, 80, 83, 86, 87, 88, 89, 91, 93, 95, 96, 97, 98, 99, 100, 102, 104, 105, 111, 117, 119, 125, 126, 128, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 161, 162, 164, 165, 166, 167, 168, 169, 171, 175, 176, 177, 186, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 213, 215, 216, 217, 221, 222, 223, 225, 226, 227, 228, 231, 232, 233, 234, 235, 237, 291, 320, 333, 335, 336, 337, 339, 341, 342, 345, 346, 347, 349, 351, 352, 354, 355, 356, 357, 358, 360, 363, 364, 365, 366, 367, 368, 369, 370, 371, 375, 378, 379, 381, 382, 383, 384, 385, 386, 388, 389, 390, 391, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 408, 409, 410, 411, 412, 414, 415, 416, 417, 418, 419, 420, 421, 424, 425, 426, 427, 428, 431, 432, 433, 434, 435, 436, 440, 441, 442, 445, 448, 456, 457, 461, 463, 464, 465, 466, 467, 478], "datatyp": [91, 188], "date": 4, "datetim": 91, "datetime_as_str": 6, "datetime_data": 6, "dcmake_c_compil": 4, "dcmake_cxx_compil": 4, "ddof": [73, 89, 235, 237, 327, 334, 435, 461], "decai": 369, "decim": [33, 89, 125, 126, 321, 415, 418], "decomposit": [178, 185, 188, 191, 195, 478], "decompress": 199, "decreas": [86, 447], "decreasingli": [10, 107, 109, 113, 114], "deem": 138, "def": 0, "default": [3, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 37, 38, 39, 40, 41, 42, 44, 48, 50, 51, 52, 53, 54, 55, 57, 58, 60, 62, 63, 64, 66, 67, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 83, 84, 85, 86, 87, 89, 91, 92, 93, 94, 95, 96, 97, 99, 100, 102, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 126, 129, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 161, 162, 165, 166, 167, 168, 169, 175, 176, 177, 178, 179, 182, 184, 186, 188, 189, 190, 191, 192, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 291, 296, 304, 336, 337, 339, 340, 341, 342, 344, 346, 347, 348, 349, 351, 354, 355, 356, 360, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 394, 395, 397, 400, 405, 407, 408, 409, 410, 411, 412, 414, 415, 416, 417, 418, 419, 420, 421, 422, 424, 425, 426, 427, 428, 429, 431, 432, 434, 435, 436, 437, 439, 440, 441, 442, 443, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 463, 464, 465, 466, 474], "default_rng": 6, "defg": 94, "defici": 188, "defin": [10, 74, 91, 96, 106, 135, 136, 145, 151, 152, 153, 215, 221, 226, 342, 346, 407, 466, 474], "definit": [74, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 133, 178, 447], "deg": [18, 355], "deg2rad": [6, 354, 355, 459], "degre": [6, 18, 78, 235, 237, 354, 355, 398, 435, 459, 461, 482], "del": 482, "delet": [6, 20], "delta": [10, 235, 237, 435, 459, 461], "demonstr": [0, 4, 91], "dens": [159, 219], "densiti": 152, "depend": [4, 32, 84, 105, 111, 117, 119, 182, 186, 192, 194, 195, 198, 234, 236, 422, 464], "deprec": 6, "deprecate_with_doc": 6, "depth": [61, 62, 90, 154, 419, 434, 463], "deriv": 148, "descend": 195, "descr": 91, "describ": [75, 91, 211, 409, 478], "descript": [75, 91, 112, 114, 152, 211, 409, 474], "design": 10, "desir": [21, 34, 37, 38, 40, 42, 43, 55, 95, 96, 104, 112, 113, 114, 144, 145, 146, 156, 198, 210, 341, 342, 444, 448, 465, 466], "destin": [62, 154, 224, 351, 352, 419, 434, 440, 463], "destruct": 482, "det": [6, 193], "detail": [33, 107, 109, 113, 114, 118, 119, 121, 123, 138, 418, 450, 451, 454, 455, 458, 474], "determin": [13, 18, 22, 23, 24, 25, 26, 27, 28, 50, 52, 53, 57, 67, 70, 71, 78, 79, 87, 99, 100, 102, 134, 135, 136, 137, 140, 141, 143, 155, 175, 180, 186, 192, 193, 200, 201, 202, 203, 204, 205, 213, 215, 221, 222, 225, 337, 347, 354, 355, 408, 410, 414, 420, 422, 424, 426, 427, 431, 432, 436, 441, 442, 445, 456, 457], "devel": 4, "develop": [3, 4], "deviat": [89, 216, 232, 235, 237, 327, 356, 371, 378, 435, 461], "devic": [0, 2, 3, 21, 34, 37, 38, 39, 40, 41, 42, 44, 48, 66, 75, 80, 81, 83, 89, 93, 95, 96, 104, 105, 108, 122, 126, 138, 139, 140, 141, 142, 143, 144, 145, 146, 156, 159, 198, 199, 210, 211, 212, 213, 216, 219, 232, 235, 237, 291, 296, 340, 341, 342, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 409, 433, 435, 448, 450, 454, 460, 461, 465, 466], "df": [360, 376, 398, 399], "dfden": [364, 377], "dfnum": [364, 377], "dft": [10, 106, 111, 112, 116, 117, 120], "di": [81, 82], "diag": [6, 83, 84, 93, 104, 130, 131, 156, 181, 183, 195, 422, 445], "diag_indic": [6, 82, 124], "diag_indices_from": [6, 81, 124], "diagflat": [6, 80, 84, 445], "diagon": [6, 80, 81, 82, 83, 89, 93, 104, 124, 156, 178, 182, 183, 184, 212, 332, 422, 445, 448, 449, 450, 451, 453, 454, 455, 474], "dice": 373, "dictionari": 91, "diff": [6, 77, 92, 148, 152], "differ": [3, 10, 15, 21, 34, 37, 38, 39, 40, 42, 48, 66, 75, 77, 80, 83, 85, 89, 91, 92, 95, 96, 104, 107, 108, 112, 113, 115, 118, 121, 122, 125, 130, 131, 132, 139, 140, 141, 142, 144, 145, 146, 148, 156, 162, 184, 198, 199, 210, 211, 213, 219, 296, 340, 341, 342, 345, 347, 352, 409, 436, 440, 448, 450, 454, 459, 460, 465, 466, 478], "digit": [6, 10, 125, 152], "dim": 15, "dimens": [14, 19, 20, 29, 30, 34, 45, 46, 47, 48, 61, 62, 68, 72, 73, 74, 81, 84, 85, 89, 91, 101, 113, 114, 126, 130, 131, 148, 154, 159, 160, 188, 190, 192, 211, 214, 216, 218, 219, 220, 224, 227, 228, 231, 232, 233, 234, 235, 236, 237, 304, 312, 323, 335, 338, 340, 348, 352, 356, 386, 388, 389, 391, 409, 412, 423, 433, 434, 435, 437, 438, 439, 440, 444, 445, 450, 451, 454, 455, 458, 461, 474, 478], "dimension": [2, 4, 31, 65, 69, 72, 75, 81, 82, 83, 84, 85, 86, 89, 92, 93, 106, 107, 109, 111, 112, 113, 114, 117, 118, 119, 120, 121, 123, 124, 139, 140, 142, 148, 159, 186, 192, 196, 197, 211, 214, 218, 219, 220, 227, 228, 231, 233, 235, 237, 326, 335, 340, 343, 348, 409, 429, 435, 437, 439, 444, 447, 458, 461, 462, 467], "direct": [10, 74, 85, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 130, 131, 148, 337], "directli": [91, 141, 159, 210, 338, 440], "directori": 147, "dirichlet": 6, "discard": 457, "discont": 459, "discontinu": 459, "discret": [3, 10, 65, 69, 77, 85, 92, 106, 107, 108, 109, 112, 113, 114, 117, 118, 119, 120, 121, 122, 123, 148, 356, 467], "disp": 6, "dispers": 401, "displac": [89, 328], "distanc": 148, "distinct": [135, 136, 215, 221], "distinguish": 91, "distribut": [3, 4, 210, 356, 357, 358, 360, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 381, 382, 383, 384, 385, 387, 388, 390, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 478], "divid": [6, 90, 134, 137, 222, 410, 456], "divis": [87, 134, 137, 222, 347, 410, 456, 457], "divisor": [235, 237, 435, 461], "divmod": [6, 474], "dlpack": 138, "dmlc": 138, "dn": [356, 383, 385], "do": [3, 4, 91, 212, 358, 417, 447], "docstr": 474, "document": [0, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 150, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 304, 305, 306, 308, 309, 310, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 325, 326, 327, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 393, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 458, 459, 460, 461, 462, 463, 464, 465, 466, 474], "doe": [20, 21, 56, 93, 103, 105, 120, 135, 136, 138, 192, 226, 229, 230, 345, 439], "domain": [10, 111, 116], "done": [3, 44, 89, 93, 197, 291, 458, 459], "dot": [6, 89, 93, 94, 160, 178, 183, 185, 189, 191, 192, 194, 195, 196, 197, 213, 443, 462], "doubl": [9, 369, 443], "down": 131, "dp": [87, 180, 182, 193, 194, 347, 412, 413, 436, 456], "dpcpp": 4, "dpcpp_linux": 4, "dpcpp_win": 4, "dpctl": [0, 4, 21, 34, 37, 38, 39, 40, 41, 42, 44, 66, 80, 81, 83, 89, 95, 96, 104, 108, 122, 138, 139, 140, 141, 142, 143, 144, 145, 146, 156, 159, 198, 199, 210, 212, 219, 227, 228, 231, 233, 234, 291, 296, 340, 341, 342, 350, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 448, 450, 454, 460, 465, 466], "dpnp": [0, 2, 3, 4, 10, 467, 474, 478, 479, 482], "dpnp_arrai": [21, 34, 37, 38, 39, 40, 42, 44, 66, 80, 81, 83, 95, 96, 104, 108, 122, 125, 138, 139, 140, 141, 142, 143, 144, 145, 146, 156, 157, 159, 198, 199, 210, 212, 219, 238, 291, 296, 340, 341, 342, 356, 378, 383, 384, 385, 386, 387, 388, 389, 391, 392, 397, 400, 448, 450, 454, 460, 465, 466, 467], "dpnp_iface_arraycr": [219, 340], "draw": [356, 357, 358, 360, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 381, 382, 384, 390, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403], "drawn": [356, 357, 358, 360, 363, 364, 365, 366, 367, 368, 369, 370, 371, 373, 374, 375, 378, 379, 381, 382, 384, 387, 390, 396, 397, 398, 399, 400, 401, 402, 403, 404, 422], "drill": [358, 375], "driver": 2, "drop": [3, 91], "dsplit": [6, 62, 90], "dst": 68, "dstack": [6, 61, 62, 154, 419, 434, 463], "dt": [91, 447], "dt2": 91, "dtype": [0, 9, 11, 12, 13, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 34, 35, 37, 38, 39, 40, 41, 42, 44, 48, 50, 51, 52, 53, 56, 57, 58, 62, 63, 64, 67, 70, 71, 73, 75, 76, 77, 78, 79, 81, 87, 89, 93, 95, 96, 97, 99, 100, 102, 104, 105, 106, 107, 109, 111, 112, 113, 114, 116, 117, 118, 119, 120, 121, 123, 124, 125, 126, 132, 133, 134, 135, 136, 137, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 150, 151, 152, 154, 155, 156, 157, 158, 159, 161, 165, 166, 167, 168, 169, 175, 176, 177, 189, 195, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 213, 214, 215, 216, 220, 221, 222, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 291, 297, 298, 309, 315, 324, 327, 329, 332, 334, 336, 337, 339, 341, 342, 346, 347, 348, 349, 354, 355, 356, 378, 384, 400, 408, 409, 410, 413, 414, 415, 418, 419, 420, 424, 425, 426, 427, 430, 431, 432, 434, 435, 436, 437, 439, 441, 442, 445, 448, 449, 453, 456, 457, 461, 463, 465, 466, 474], "due": [120, 482], "dump": 6, "dx": [148, 447], "dy": 148, "dz": 148, "e": [9, 10, 23, 25, 75, 76, 84, 91, 95, 96, 101, 104, 107, 111, 112, 113, 114, 117, 119, 120, 132, 140, 144, 145, 148, 156, 175, 181, 193, 196, 200, 341, 342, 356, 407, 411, 438, 448, 465, 466], "ea": 94, "each": [0, 11, 12, 13, 18, 22, 23, 24, 25, 26, 27, 28, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 57, 58, 63, 64, 67, 70, 71, 76, 77, 81, 84, 86, 87, 89, 91, 94, 97, 99, 100, 102, 107, 109, 111, 113, 114, 117, 118, 119, 121, 123, 130, 131, 132, 133, 134, 137, 141, 148, 149, 150, 152, 153, 158, 161, 165, 166, 167, 175, 176, 177, 181, 182, 183, 184, 186, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 213, 222, 224, 225, 226, 321, 336, 338, 339, 346, 347, 349, 352, 358, 375, 406, 408, 410, 411, 414, 415, 416, 418, 420, 424, 425, 426, 427, 431, 432, 434, 436, 440, 441, 442, 444, 447, 450, 451, 454, 455, 456, 457, 458, 474], "easier": 439, "easiest": 4, "easili": [0, 153], "edg": [60, 86, 152, 153], "edge_ord": 148, "ediff1d": [6, 85, 148], "effect": [94, 132, 135, 136, 215, 221, 347, 459], "effici": [10, 106, 120, 140, 188, 191, 195], "efgh": 94, "eig": [6, 182, 183, 184], "eigenvalu": [181, 182, 183, 184, 478], "eigenvector": [181, 182, 183, 184], "eigh": [6, 181, 183, 184], "eigval": [6, 181, 182, 184], "eigvalsh": [6, 181, 182, 183], "einstein": [88, 93, 94, 160, 197, 213, 343, 443], "einsum": [6, 88, 94, 160, 197, 213, 343, 443], "einsum_path": [6, 93], "either": [35, 36, 42, 48, 75, 84, 91, 107, 109, 111, 113, 114, 117, 119, 121, 123, 124, 148, 160, 182, 184, 190, 192, 211, 227, 228, 231, 233, 234, 236, 409, 421, 422, 440, 447], "element": [4, 10, 11, 12, 13, 14, 15, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 31, 32, 33, 35, 36, 39, 48, 49, 50, 51, 52, 53, 57, 58, 60, 63, 64, 67, 68, 70, 71, 75, 76, 77, 82, 84, 85, 86, 87, 89, 91, 92, 94, 97, 99, 100, 102, 103, 104, 105, 107, 109, 113, 114, 118, 119, 120, 121, 123, 124, 126, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 143, 148, 149, 150, 151, 152, 153, 155, 156, 158, 159, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 175, 176, 177, 178, 183, 187, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 218, 220, 221, 222, 223, 225, 226, 229, 230, 231, 233, 234, 235, 236, 237, 286, 287, 294, 295, 297, 298, 300, 301, 304, 306, 307, 309, 311, 313, 314, 319, 320, 321, 322, 324, 327, 328, 331, 334, 336, 337, 338, 339, 345, 346, 347, 348, 349, 351, 353, 405, 406, 407, 408, 409, 410, 411, 412, 414, 415, 416, 417, 418, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 431, 432, 435, 436, 437, 439, 441, 442, 443, 444, 445, 447, 449, 451, 453, 455, 456, 457, 458, 459, 461, 464, 474, 478, 482], "element_count": [89, 324, 428], "ellipsi": 93, "els": [0, 193, 243], "elsewher": [104, 156, 448, 464], "empti": [4, 6, 34, 89, 96, 107, 109, 113, 114, 118, 119, 121, 123, 140, 144, 145, 186, 301, 341, 342, 345, 465, 466], "empty_lik": [6, 34, 95, 145, 342, 466], "enabl": [124, 188, 191, 195], "encount": [229, 230, 231, 233, 422], "end": [20, 21, 84, 91, 92, 94, 112, 146, 198, 210], "end_tim": 0, "endian": 91, "endpoint": [21, 146, 198, 210, 447], "engin": 392, "enough": 152, "entir": [48, 75, 111, 152, 153, 211, 216, 231, 232, 233, 235, 237, 409, 435, 461], "entri": [89, 91, 95, 103, 111, 117, 119, 124, 129, 130, 131, 326, 433], "enumer": 138, "env": 4, "environ": 4, "ep": [125, 188, 337, 407], "epsilon": [188, 407], "epsneg": 125, "equal": [6, 14, 15, 19, 35, 36, 48, 62, 69, 73, 77, 89, 104, 146, 148, 149, 150, 152, 153, 154, 162, 164, 171, 173, 175, 176, 177, 187, 191, 192, 197, 198, 210, 222, 314, 339, 356, 366, 400, 410, 414, 415, 418, 419, 424, 433, 434, 448, 450, 454, 463], "equal_nan": [15, 35, 162, 458], "equat": [186, 194, 196, 197, 478], "equiv": [44, 56, 62, 68, 89, 93, 154, 187, 213, 291, 419, 434, 463], "equival": [10, 13, 14, 16, 17, 19, 29, 30, 31, 33, 36, 48, 66, 74, 75, 78, 79, 87, 88, 89, 90, 94, 101, 103, 128, 135, 136, 137, 196, 211, 222, 225, 245, 286, 287, 299, 312, 320, 323, 333, 335, 338, 343, 346, 354, 355, 356, 384, 409, 410, 412, 418, 423, 429, 436, 437, 439, 443, 446, 456, 458, 474, 482], "error": [75, 93, 98, 111, 116, 181, 211, 409, 433, 467, 474], "essenti": 4, "estim": [73, 153, 358, 375, 447], "et": 10, "etc": [10, 34, 38, 91, 107, 109, 113, 114, 118, 119, 121, 123, 375], "euclidean": 186, "euler_gamma": 9, "evalu": [14, 15, 19, 89, 93, 94, 97, 164, 171, 197, 218, 286, 287, 343, 422, 443, 474], "even": [10, 91, 108, 110, 111, 112, 115, 116, 117, 119, 120, 122, 164, 171, 415, 418], "evenli": [21, 146, 198, 210, 415, 447], "event": 205, "everi": [119, 352, 440], "everywher": 117, "exact": [103, 189, 345], "exactli": [10, 43, 143, 356, 384, 422], "examin": 186, "exampl": [2, 3, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41, 42, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 126, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 139, 140, 141, 142, 143, 144, 145, 146, 148, 149, 150, 151, 152, 153, 154, 155, 156, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 291, 296, 299, 301, 304, 305, 306, 312, 314, 318, 320, 323, 324, 325, 328, 333, 335, 336, 337, 338, 339, 340, 341, 342, 343, 345, 346, 347, 348, 349, 350, 351, 352, 354, 355, 356, 357, 358, 360, 363, 364, 365, 366, 367, 368, 369, 370, 371, 373, 374, 375, 378, 379, 380, 381, 382, 383, 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\ No newline at end of file