[math] Optimize compatible numpy method in brainunit.math (#11)

* Update

* Replace `brainstate` with `jax`

* update typing

* update typing

* Update

* update imports, remove brainstate dependency, change docstr, and fix bugs

* fix imports

---------

Co-authored-by: Chaoming Wang <adaduo@outlook.com>

brainunit/_misc.py

@@ -0,0 +1,22 @@
+# Copyright 2024 BDP Ecosystem Limited. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ==============================================================================
+
+
+def set_module_as(module: str):
+  def wrapper(fun: callable):
+    fun.__module__ = module
+    return fun
+
+  return wrapper

brainunit/math/__init__.py

@@ -13,10 +13,6 @@
 # limitations under the License.
 # ==============================================================================
 
-# from ._compat_numpy import *
-# from ._compat_numpy import __all__ as _compat_numpy_all
-from ._others import *
-from ._others import __all__ as _other_all
 from ._compat_numpy_array_creation import *
 from ._compat_numpy_array_creation import __all__ as _compat_array_creation_all
 from ._compat_numpy_array_manipulation import *
@@ -45,6 +41,10 @@
 from ._compat_numpy_linear_algebra import __all__ as _compat_linear_algebra_all
 from ._compat_numpy_misc import *
 from ._compat_numpy_misc import __all__ as _compat_misc_all
+# from ._compat_numpy import *
+# from ._compat_numpy import __all__ as _compat_numpy_all
+from ._others import *
+from ._others import __all__ as _other_all
 
 __all__ = _compat_array_creation_all + \
           _compat_array_manipulation_all + \