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Theano

  • Openness:3 ★★★
  • Document quality: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.

Information
Last Update:2021/03/05

Official site

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

License

The 3-Clause BSD License
Availability Linux, Mac OSX, Windows
Core Developers Montreal Institute for Learning Algorithms (MILA), University of Montreal
Target substance/model Image identification, voice recognition, natural language processing
Methodology Machine learning, Deep learning, Neural network
Parallelization GPGPU Parallel computation based on CUDA is supported.
Related keywords
Other NumPy, SciPy and BLAS are needed. Keras: Kares can use Theano as a backend.
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