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BIGRAMS: VIDEO
bigrams.ipynb: bigrams modelbigrams-nn.ipynb: bigrams model as a neural network
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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)
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Following Prof. Andrej Karpathy Makemore tutorial series on yt.