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from-scratch's Introduction

from-scratch

As the name suggests, everything from scratch.

An extension of my other side project, picograd. But here I will be a little more extensive.

MLP visualization is under assets/

These examples in the notebook can be played around with according to your choice. Right now, my plans are to build:

  1. RNN and LSTM
  2. More optimizers
  3. Multi-Head Attention
  4. Tokenizers

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