GitHub - PyDeps/Theano: Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as aesara: www.github.com/pymc-devs/aesara

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Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as aesara: www.github.com/pymc-devs/aesara

www.github.com/pymc-devs/aesara

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.circleci		.circleci
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.travis		.travis
bin		bin
conda		conda
doc		doc
theano		theano
.appveyor.yml		.appveyor.yml
.gitattributes		.gitattributes
.gitignore		.gitignore
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.travis.yml		.travis.yml
CONTRIBUTING.md		CONTRIBUTING.md
DESCRIPTION.txt		DESCRIPTION.txt
EMAIL.txt		EMAIL.txt
HISTORY.txt		HISTORY.txt
ISSUE_TEMPLATE.md		ISSUE_TEMPLATE.md
LICENSE.txt		LICENSE.txt
MANIFEST.in		MANIFEST.in
NEWS.txt		NEWS.txt
NEWS_DEV.txt		NEWS_DEV.txt
README.rst		README.rst
Theano.pyproj		Theano.pyproj
Theano.sln		Theano.sln
requirement-rtd.txt		requirement-rtd.txt
requirements.txt		requirements.txt
setup.cfg		setup.cfg
setup.py		setup.py
versioneer.py		versioneer.py

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============================================================================================================
MILA will stop developing Theano: https://groups.google.com/d/msg/theano-users/7Poq8BZutbY/rNCIfvAEAwAJ

The PyMC developers have forked Theano to a new project called Aesara that is being actively developed: https://github.com/aesara-devs/aesara
============================================================================================================


To install the package, see this page:
   https://theano-pymc.readthedocs.io/en/latest/install.html

For the documentation, see the project website:
   https://theano-pymc.readthedocs.io/en/latest/

Related Projects:
   https://github.com/Theano/Theano/wiki/Related-projects

It is recommended that you look at the documentation on the website, as it will be more current than the documentation included with the package.

In order to build the documentation yourself, you will need sphinx. Issue the following command:

::

   python ./doc/scripts/docgen.py

Documentation is built into ``html/``

The PDF of the documentation can be found at ``html/theano.pdf``

================
DIRECTORY LAYOUT
================

``Theano`` (current directory) is the distribution directory.

* ``Theano/theano`` contains the package
* ``Theano/theano`` has several submodules:
 
  * ``gof`` + ``compile`` are the core
  * ``scalar`` depends upon core
  * ``tensor`` depends upon ``scalar``
  * ``sparse`` depends upon ``tensor``
  * ``sandbox`` can depend on everything else

* ``Theano/examples`` are copies of the example found on the wiki
* ``Theano/benchmark`` and ``Theano/examples`` are in the distribution, but not in
  the Python package
* ``Theano/bin`` contains executable scripts that are copied to the bin folder
  when the Python package is installed
* Tests are distributed and are part of the package, i.e. fall in
  the appropriate submodules
* ``Theano/doc`` contains files and scripts used to generate the documentation
* ``Theano/html`` is where the documentation will be generated