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Toy implementations of popular deep learning optimizers from scratch in JAX

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Optimizers in JAX

Toy implementations of the following deep learning optimization algorithms from scratch in JAX -

Stochastic Gradient Descent
Momentum
Adagrad
RMSProp
Adam