Neural-Networks

Deep Learning

Deep Learning with Python

Deep Learning: An Introduction for Applied Mathematicians

Notes

Perspective of deep learning from applied math. Bridges math with neural nets.

Dive into Deep Learning

Notes

Free open-source deep learning book with code and math integrated. Interactive deep learning resource with runnable code.

Learning Fuzzy Logic: Automatic Rule Discovery Through Differentiable Circuits

A novel approach that learns fuzzy membership functions and inference rules automatically through gradient descent on soft circuits.