Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Courses, books, tutorials, paper collections and curated awesome lists.
Signals: awesome, awesome-list, tutorial, course, learning, roadmap, papers, book
1,909 results
Landmark Papers in Machine Learning
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
A collection of openFrameworks apps for working with machine learning
Code / solutions for Mathematics for Machine Learning (MML Book)
Repository for the book Grokking Machine Learning, by Manning Editors
WIP: Roadmap to becoming a machine learning engineer in 2020
A machine learning course using Python, Jupyter Notebooks, and OpenML
A list of Machine Learning Art Colabs
a curated list of R tutorials for Data Science, NLP and Machine Learning
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
A curated list of automated machine learning papers, articles, tutorials, slides and projects
A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
A collection of video resources for machine learning
A series of machine learning tutorials for Torch7
All notes and materials for the CS229: Machine Learning course by Stanford University
Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.
Tutorial on scikit-learn and IPython for parallel machine learning
Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.
Machine Learning Problem Bible | Problem Set Here >>
A (non overwhelming) list of Machine Learning resources for beginners
Machine Learning Open Source University
EPFL Course - Optimization for Machine Learning - CS-439
《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）
24,540 repositories in the index in total.
