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Neural Networks from scratch

This repository is for my own learning purpose.
The goal is to learn how forward as well as backpropagation works in:

  • 1. Multi-Layer Perceptron
  • 2. Convolutional Neural Networks
  • 3. Vanilla Recurrent Neural Networks
  • 4. Long Short-Term Memory RNN

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MLP, CNN, RNN, LSTM from scratch

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