Popular GitHub Repositories for Probability Theory

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2025 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

Fast and flexible AutoML with learning guarantees.

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

Datasets, tools, and benchmarks for representation learning of code.

The Machine Learning & Deep Learning Compendium was a list of references in my private & single document, which I curated in order to expand my knowledge, it is now an open knowledge-sharing project compiled using Gitbook.

Artificial intelligence for the Snake game.

The basic distribution probability Tutorial for Deep Learning Researchers

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

List of papers studying machine learning through the lens of category theory

A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

AI tutor powered by Theory-of-Mind reasoning

Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

A research tool for the Iterated Prisoner's Dilemma

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI