Neural Networks From Scratch Python Packages

melpy

A NumPy-based deep learning library for building neural networks. It features an automatic differentiation engine and supports training architectures like LSTM, CNN, and FNN.

nn-without-frameworks

Let's build Neural Networks from scratch.

aeronet-learn

An educational neural network library written using python, numpy, and minimal scipy functions

kronyx

A NumPy-only educational deep learning framework — build, inspect, and visualize neural networks layer by layer. Backpropagation and optimizers implemented from scratch, Keras-like API.

tortto

deep learning from scratch. uses numpy/cupy, trains in GPU, follows pytorch API