micrograd_rs

A Rust Beginner's implementation of Andrej karpathy's micrograd.
Here's Link to the YouTube video.
Also thanks to micrograd-rust for reference implementation in rust.

The current implementation is limited to:

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• scalar valued autograd
• Implementation of forward and backward pass for arithmetic operations and power operation.
• Implementation of forward and backward pass for activation functions - tanh and relu.

Sample Output:

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TO-DO:

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• graph visulization using libraries like graphviz
• Implementation of Tensor type library from scratch
• Improve implementation of MLP, activations etc for Tensors.