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Deep Learning book by Nikolenko

Notebooks from Colab

Scans of my notes

Other links:

  • Convolutions arithmetic
  • Andrej Karpathy about RNN: very impressive examples, funny quotes:
    • RNNs are neural networks and everything works monotonically better (if done right) if you put on your deep learning hat and start stacking models up like pancakes.
    • In case you were wondering, the yahoo url above doesn’t actually exist, the model just hallucinated it.
  • vc.ru about app for shot detection. Nice technique for augmentation: add podcasts and bloggers to initial audio track