A neural network library designed from scratch.
Project description
A neural network designed from scratch in Python (no tensorflow, pytorch, etc.).
Why from scratch?
Neural networks have grown to become very popular and useful. Because they are so complex, it is tough to have a core understanding of how the networks actually “learn.” Coding one from scratch turned out to be extremely helpful.
Why in Python?
Python is easy and quick to use, meaning that the time I spend coding will mostly be devoted to actually coding the network.
More importantly, Python is easy to understand, meaning the code can serve as a learning resource for those who would like a better understanding of how neural networks work.
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