Repository Index

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

• deep-reinforcement-learning
• qlearning
• deep-learning
• tensorflow-tutorials

repository to research & share the machine learning articles

• machine-learning
• natural-language-processing
• computer-vision
• reinforcement-learning

This is Andrew NG Coursera Handwritten Notes.

• andrewng
• andrew-ng
• andrew-ng-course
• andrew-ng-machine-learning

Minimal and Clean Reinforcement Learning Examples

• reinforcement-learning
• deep-learning
• deep-reinforcement-learning
• machine-learning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

• cnn
• rnn
• detection
• classification

Intro to Reinforcement Learning (强化学习纲要）

Open Machine Learning course

• machine-learning
• python
• course
• deep-learning

Classic papers and resources on recommendation

• recommender-system
• deep-learning
• machine-learning
• recommendation

TranslatedAI fundamentals - knowledge of GPU architecture, CUDA programming, large model basics, and AI Agents.

• ai-infra
• ai-agent
• cuda
• sglang

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

• deep-reinforcement-learning
• pytorch
• simple
• deep-learning

Carefully curated resource links for data science in one place

• data-science
• statistics
• machine-learning
• deep-learning

:satellite: Organized Resources for Deep Learning Researchers and Developers

• deep-learning
• reinforcement-learning

Awesome free machine learning and AI courses with video lectures.

• machine-learning
• deep-learning
• reinforcement-learning
• ai-courses

Hands-on Deep Reinforcement Learning, published by Packt

Quantitative analysis, strategies and backtests

• quantitative-finance
• quantitative-trading
• portfolio-management
• risk-management

Deep Learning and deep reinforcement learning research papers and some codes

• deep-learning
• reinforcement-learning
• neural-network
• paper

🤖 Machine Learning Summer School Guide

• summer-school
• summer-schools
• deep-learning
• reinforcement-learning

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

• deep-learning
• machine-learning
• machine-learning-algorithms
• artificial-intelligence

General Resources for Competitive Programming

• usaco
• codeforces
• programming-contests
• competitive-programming

Implementation of papers in 100 lines of code.

• python
• research
• deep-learning
• machine-learning

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

• machine-learning
• survey
• recommender-system
• deep-learning

A collection of easy-to-digest code examples for Lightning Web Components on Salesforce Platform

• salesforce
• lightning-web-components
• apex
• jest

Simple and comprehensive tutorials in TensorFlow

• deep-learning
• tensorflow
• reinforcement-learning
• machine-learning

Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Pre-Ranking, Ranking, Post Ranking, Relevance, LLM and RL. Please cite our paper "Deep Learning to Rank in Industrial Search Engines, Recommender Systems, and Online Advertising - An Overview and New Perspectives" (TOIS 2026).

• deep-learning
• recommender-system
• search
• advertising