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AI

Perceptron
👍 Activation Functions
👍 Loss Functions
MLP and Backprop
Math: Softmax
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Generalization: Dropout
👍 Generalization: Data Augmentation

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👍 RNN Summary
👍 LSTM Summary
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Contents

RNN Implementation

View in nbviewer: char-RNN

Deep Learning RNN Implementation

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👍 Backpropagation Through Time (BPTT)

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Last updated on Apr 3, 2022

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