Stars
Keras documentation, hosted live at keras.io
Solving the Traveling Salesman Problem using Self-Organizing Maps
Kaggle Halite RL challenge - Provisional first place solution
Winning solution of the Indoor Location & Navigation Kaggle competition
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
Download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
Latex code for making neural networks diagrams
An algorithm that generalizes the paradigm of self-play reinforcement learning and search to imperfect-information games.
The "Python Machine Learning (2nd edition)" book code repository and info resource
A collection of various deep learning architectures, models, and tips
An opinionated list of Python frameworks, libraries, tools, and resources
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.
Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt
Python package for publishing Jupyter Notebooks as Medium blogposts
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.