├── mxnet
    ├── pymc4_mx
    │   └── __init__.py
    └── setup.py
├── pytorch
    ├── pymc4_torch
    │   └── __init__.py
    └── setup.py
├── tensorflow
    ├── pymc4_tf
    │   └── __init__.py
    └── setup.py
├── requirements.txt
├── README.md
├── .gitignore
└── LICENSE


/mxnet/pymc4_mx/__init__.py:
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1 | 


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/pytorch/pymc4_torch/__init__.py:
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1 | 


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/tensorflow/pymc4_tf/__init__.py:
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1 | 


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/requirements.txt:
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1 | tensorflow
2 | mxnet
3 | pytorch
4 | 


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/README.md:
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1 | # pymc4_prototypes
2 | Experimental code for porting PyMC to alternative backends
3 | 


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/pytorch/setup.py:
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 1 | import setuptools
 2 | 
 3 | if __name__ == '__main__':
 4 |     setuptools.setup(
 5 |         name='pymc4_torch',
 6 |         version='4.0.0',
 7 |         packages=setuptools.find_packages(),
 8 |         description='PyMC4 pytorch',
 9 |         author='PyMC team',
10 |         tests_require=['pytest', 'pytest-cov']
11 |     )
12 | 
13 | 


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/.gitignore:
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 1 | *.pyc
 2 | *.sw[op]
 3 | examples/*.png
 4 | build/*
 5 | dist/*
 6 | *.egg-info/
 7 | .ipynb_checkpoints
 8 | tmtags
 9 | tags
10 | .DS_Store
11 | .cache
12 | # IntelliJ IDE
13 | .idea
14 | *.iml
15 | 
16 | # Sphinx
17 | _build
18 | 
19 | # Merge tool
20 | *.orig
21 | 
22 | # Test artifacts
23 | mcmc.sqlite
24 | 
25 | # Docker development
26 | # notebooks/
27 | 


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/mxnet/setup.py:
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 1 | import setuptools
 2 | 
 3 | if __name__ == '__main__':
 4 |     setuptools.setup(
 5 |         name='pymc4_mx',
 6 |         version='4.0.0',
 7 |         packages=setuptools.find_packages(),
 8 |         description='PyMC4 mxnet',
 9 |         author='PyMC team',
10 |         install_requires=['mxnet'],
11 |         tests_require=['pytest', 'pytest-cov']
12 |     )
13 | 


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/tensorflow/setup.py:
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 1 | import setuptools
 2 | 
 3 | if __name__ == '__main__':
 4 |     setuptools.setup(
 5 |         name='pymc4_tf',
 6 |         version='4.0.0',
 7 |         packages=setuptools.find_packages(),
 8 |         description='PyMC4 tensorflow',
 9 |         author='PyMC team',
10 |         install_requires=['tensorflow'],
11 |         tests_require=['pytest', 'pytest-cov']
12 |     )
13 | 


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/LICENSE:
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 1 | MIT License
 2 | 
 3 | Copyright (c) 2017 PyMC
 4 | 
 5 | Permission is hereby granted, free of charge, to any person obtaining a copy
 6 | of this software and associated documentation files (the "Software"), to deal
 7 | in the Software without restriction, including without limitation the rights
 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 9 | copies of the Software, and to permit persons to whom the Software is
10 | furnished to do so, subject to the following conditions:
11 | 
12 | The above copyright notice and this permission notice shall be included in all
13 | copies or substantial portions of the Software.
14 | 
15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
21 | SOFTWARE.
22 | 


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