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Use RandomVariables in PyMC models #4440

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Use RandomVariables in PyMC models #4440

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00f0150
Temporarily disable CI tests
brandonwillard Jan 29, 2021
0ebb988
Rename Model.ndim to Model.size
brandonwillard Jan 29, 2021
3eb241f
Initial refactoring for RandomVariable use in Model, step methods, an…
brandonwillard Jan 25, 2021
a28eefc
Update competence methods to work with RandomVariables
brandonwillard Feb 1, 2021
d76bdc0
Remove shape dependencies from DictToArrayBijection
brandonwillard Jan 29, 2021
ee2d58b
Implement naive RandomVariable-based posterior predictive sampling
brandonwillard Feb 3, 2021
4a9aee3
Remove newly deprecated classes and functions
brandonwillard Feb 4, 2021
08999b7
Removed redundant bound in Wald distribution
fonnesbeck Feb 5, 2021
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1 change: 1 addition & 0 deletions .github/workflows/arviz_compat.yml
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Expand Up @@ -7,6 +7,7 @@ on:

jobs:
pytest:
if: false
strategy:
matrix:
os: [ubuntu-latest, macos-latest]
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1 change: 1 addition & 0 deletions .github/workflows/pytest.yml
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Expand Up @@ -7,6 +7,7 @@ on:

jobs:
pytest:
if: false
strategy:
matrix:
os: [ubuntu-18.04]
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1 change: 1 addition & 0 deletions .github/workflows/windows.yml
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Expand Up @@ -7,6 +7,7 @@ on:

jobs:
pytest:
if: false
strategy:
matrix:
os: [windows-latest]
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6 changes: 0 additions & 6 deletions docs/source/api/distributions/utilities.rst
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Expand Up @@ -12,9 +12,6 @@ Distribution utility classes and functions
DensityDist
TensorType

draw_values
generate_samples


.. autoclass:: Distribution
.. autoclass:: Discrete
Expand All @@ -23,6 +20,3 @@ Distribution utility classes and functions
.. autoclass:: DensityDist
:members:
.. autofunction:: TensorType

.. autofunction:: draw_values
.. autofunction:: generate_samples
17 changes: 0 additions & 17 deletions docs/source/api/variables.rst
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Expand Up @@ -6,22 +6,5 @@ Random Variables
The normal PyMC3 programmer will typically not need to interact with these classes, except possibly when debugging. Otherwise they are primarily of interest to developers.


.. autoclass:: PyMC3Variable
:members:


.. autoclass:: ValueGradFunction
:members:


.. autoclass:: FreeRV
:members:

.. autoclass:: ObservedRV
:members:

.. autoclass:: MultiObservedRV
:members:

.. autoclass:: TransformedRV
:members:
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