Machine learning frameworks

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Created: February 3, 2016 / Updated: December 30, 2017 / Status: in progress / 9 min read (~1617 words)

  • Built on Theano
  • Specialized for neural network models

  • Built on Theano/Tensorflow as backend
  • The goal is to make it easy/fast to prototype

  • Hierarchical Temporal Memory only

  • Small documentation

  • Built on Theano
  • No more maintainer

  • Excellent documentation

  • Supports only Mac OS X and Ubuntu/Linux 64-bit
  • GPU support
  • No distributed architecture yet

  • Supports all platforms, however mainly developed/tested on Linux 64-bit
  • GPU support
  • No distributed architecture yet

  • Website: http://torch.ch/
  • Language: LUA
  • Type: Scientific computing framework
  • Used by: Facebook, Google, Twitter, NYU

  • Supports only Mac OS X and Ubuntu
  • Community managed documentation (discutable quality)
  • GPU support