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Deep learning for hackers: a hands-on approach to machine learning and deep learning.

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DL4H

Deep learning for hackers: a hands-on approach to machine learning and deep learning.

Currently only covers "from logistic regression to adding hidden layers".

The only requirement is to fully code something from python/numpy (or C/Cython) before allowing it to be done in Theano / using other's CUDA kernels

TODO:

  • more machine learning principles (e.g. cross-validation)
  • convolutions in numpy
  • RNNs

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Deep learning for hackers: a hands-on approach to machine learning and deep learning.

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