Understanding Deep Learning - Simon J.D. Prince

Matlab code of machine learning algorithms in book PRML

Repository for the free online book Machine Learning from Scratch (link below!)

EPFL Machine Learning Course, Fall 2025

EPFL Course - Optimization for Machine Learning - CS-439

Demos for "Linear Algebra for DS, ML, and SP" book

Website for the textbook Mathematical Methods in Data Science (MMiDS) by Sebastien Roch

Python code for analysis of cortical traveling waves

Python tools for the simulation and analysis of cortical traveling waves

EEG inverse solution with artificial neural networks. This package works with MNE-Python data structures for easy integration into your MNE-based M/EEG code

A list of openly available datasets in (mostly human) electrophysiology.

Books, courses, videos and blogs, mostly about Deep Learning.

A massively parallel, optimal functional runtime in Rust

A massively parallel, high-level programming language

Julia code for the book Reinforcement Learning An Introduction

Filter design, periodograms, window functions, and other digital signal processing functionality

Code for the Make Your Own Neural Network book

Julia toolbox for analyzing neurophysiological data

The Julia Programming Language

Implementation of Weakly Orthogonal Conjugate Contrast Analysis, with code for related EEG data analysis

Introduction to deep learning

A curated list of awesome mathematics resources

LaTeX files for the Deep Learning book notation

A community-maintained Python framework for creating mathematical animations.