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Antipasti is a lightweight toolkit for building and training deep networks with Theano.

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Antipasti

Antipasti is a lightweight toolkit for building and training deep networks with Theano.

This project is being rewritten; see antipasti-tf.

Why are we rewriting?

  • Tensorflow to leverage multiple GPUs: we have bought enough GPUs in the mean time to leverage efficient multi-GPU training, which is still somewhat experimental in Theano. We wish to retain the non-functional aspects and the syntax of Antipasti, but with a NetworkX backend for more powerful graph manipulation capabilities.
  • More pythonic code (PEP8, streamlined control flow, proper packaging, etc.)

Why not both Theano and Tensorflow, like Keras?

  • Although Keras remains a beautifully written library, we have found that supporting two libraries simultaneously does neither justice. Our path of choice is to support Keras layers in antipasti-tf without committing to multi-framework support.

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Antipasti is a lightweight toolkit for building and training deep networks with Theano.

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