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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)