This was an experiment to build a fully connected deep neural network from scratch, including learning via backpropagation using gradient descent. I documented the process and the result in this blog post: https://medium.com/@douglasreiser/building-a-deep-neural-network-from-scratch-in-typescript-9028903c15f1
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An experimental repo for implementing different types of neural networks from scratch using typescript
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