Makemore by Andrej Karpathy: tutorial series

• BIGRAMS: VIDEO

  • bigrams.ipynb: bigrams model
  • bigrams-nn.ipynb: bigrams model as a neural network

• MLP: VIDEO

  • A Neural Probabilistic Language Model: paper
  • mlp.ipynb: going through the paper and implementing the model (~70% of the video)
  • mlp-main.ipynb: proper training with splits and trying different hyperparameters (remaining ~30% of the video)