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Deep learing

This repository contains a stack for deep learning using Theano. There are some python scripts wrapping the functionality, preprocessing datasets, starting experiments and saving results.

Dependencies

  • Python 2.7.5+
  • Theano 0.6+
  • NumPy 1.8.0+
  • SciPy 0.13.1+
  • matplotlib 1.3.1+.
  • The OS X 10.10 (Yosemite) was used All dependencies were solved through pip and homebrew. The OS X 10.9 should be also fine.

Running experiments

The experiments can be run by command python run.py tasks/spam.json. The parameter specifies the path to JSON configuration of experiment.