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Theano

  • 公開度：3 ★★★
  • ドキュメント充実度：3 ★★★

An open-source numerical library for machine learning. Various functions related to deep learning are implemented. This package directly treats equations as such, and have useful routines such as matrix operation and auto partial derivative. Users can convert their codes into C language, and can compile it. High speed operation by GPGPU parallel calculation is supported. A number of tutorials are available.

基本情報
Last Update:2021/03/05

公式サイト

http://deeplearning.net/software/theano/#

ライセンス

The 3-Clause BSD License
利用環境 Linux, Mac OSX, Windows
開発者 Montreal Institute for Learning Algorithms (MILA), University of Montreal
対象となる物質・モデル Image identification, voice recognition, natural language processing
手法 Machine learning, Deep learning, Neural network
並列化対応 GPGPU Parallel computation based on CUDA is supported.
関連キーワード
その他 NumPy, SciPy and BLAS are needed. Keras: Kares can use Theano as a backend.
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