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Theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

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

To install the package, see this page:
http://deeplearning.net/software/theano/install.html

For the documentation, see the project website:
http://deeplearning.net/software/theano/

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

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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

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Overview
Name With OwnerTheano/Theano
Primary LanguagePython
Program languageShell (Language Count: 8)
Platform
License:Other
所有者活动
Created At2011-08-10 03:48:06
Pushed At2024-01-15 03:16:24
Last Commit At2024-01-15 04:16:24
Release Count34
Last Release Namerel-1.0.5 (Posted on )
First Release Namerel-0.4.1 (Posted on )
用户参与
Stargazers Count9.9k
Watchers Count536
Fork Count2.5k
Commits Count28.1k
Has Issues Enabled
Issues Count2686
Issue Open Count597
Pull Requests Count3552
Pull Requests Open Count103
Pull Requests Close Count467
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Has Wiki Enabled
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