Skip to content

Theano/Theano

master
Switch branches/tags

Name already in use

A tag already exists with the provided branch name. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Are you sure you want to create this branch?
Code

Files

Permalink
Failed to load latest commit information.
Type
Name
Latest commit message
Commit time
October 10, 2017 17:09
bin
July 27, 2020 18:09
doc
July 27, 2020 18:09
December 15, 2022 22:02
September 17, 2018 13:05
September 14, 2017 14:03
September 14, 2018 17:51
September 14, 2017 14:03
December 20, 2022 22:17
October 5, 2016 09:55
September 14, 2017 14:10
September 14, 2017 14:03
============================================================================================================
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

About

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

Resources

License

Stars

Watchers

Forks