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The Unreasonable Effectiveness of Recurrent Neural Networks
Andrej Karpathy
Review
Seminal blog post demonstrating the power of character-level RNNs. Shows Shakespeare generation, Wikipedia generation, LaTeX generation, and Linux kernel code generation. The visualizations of LSTM cells are particularly illuminating.