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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.
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.
Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
| Date | Stars |
|---|---|
| 2026-07-24 | 1757 |
| 2026-07-25 | 1758 |
| 2026-07-28 | 1764 |
| 2026-07-30 | 1764 |
| 2026-08-06 | 1764 |
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# Awesome AI books Some awesome AI related books and pdfs for downloading and learning. ## Preface **This repo only used for learning, do not use in business.** Welcome for providing great books in this repo or tell me which great book you need and I will try to append it in this repo, any idea you can create issue or PR here. Due to github Large file storage limition, all books pdf stored in **Yandex.Disk**. Some often used **Mathematic Symbols** can refer this [page](https://github.com/zslucky/awesome-AI-books/blob/master/math-symbols.md) ## Content - [Organization with papers/researchs](https://github.com/zslucky/awesome-AI-books#organization-with-papersresearchs) - [Training ground](https://github.com/zslucky/awesome-AI-books#training-ground) - [Books](https://github.com/zslucky/awesome-AI-books#books) - [Introductory theory and get start](https://github.com/zslucky/awesome-AI-books#introductory-theory-and-get-start) - [Mathematics](https://github.com/zslucky/awesome-AI-books#mathematics) - [Data mining](https://github.com/zslucky/awesome-AI-books#data-mining) - [Deep Learning](https://github.com/zslucky/awesome-AI-books#deep-learning) - [Philosophy](https://github.com/zslucky/awesome-AI-books#philosophy) - [Quantum with AI](https://github.com/zslucky/awesome-AI-books#quantum-with-ai) - [Quantum Basic](https://github.com/zslucky/awesome-AI-books#quantum-basic) - [Quantum AI](https://github.com/zslucky/awesome-AI-books#quantum-ai) - [Quantum Related Framework](https://github.com/zslucky/awesome-AI-books#quantum-related-framework) - [Libs With Online Books](https://github.com/zslucky/awesome-AI-books#libs-with-online-books) - [Reinforcement Learning](https://github.com/zslucky/awesome-AI-books#reinforcement-learning) - [Feature Selection](https://github.com/zslucky/awesome-AI-books#feature-selection) - [Machine Learning](https://github.com/zslucky/awesome-AI-books#machine-learning-1) - [Deep Learning](https://github.com/zslucky/awesome-AI-books#deep-learning-1) - [LLM](https://github.com/zslucky/awesome-AI-books#llm) - [NLP](https://github.com/zslucky/awesome-AI-books#nlp) - [CV](https://github.com/zslucky/awesome-AI-books#cv) - [Meta Learning](https://github.com/zslucky/awesome-AI-books#meta-learning) - [Transfer Learning](https://github.com/zslucky/awesome-AI-books#transfer-learning) - [Auto ML](https://github.com/zslucky/awesome-AI-books#auto-ml) - [Dimensionality Reduction](https://github.com/zslucky/awesome-AI-books#dimensionality-reduction) - [Distributed training](https://github.com/zslucky/awesome-AI-books#distributed-training) ## Organization with papers/researchs - [arxiv.org](https://arxiv.org/) - [Science](http://www.sciencemag.org/) - [Nature](https://www.nature.com/nature/) - [DeepMind Publications](https://deepmind.com/research/publications/) - [OpenAI Research](https://openai.com/research/) ## Training ground - [OpenAI Gym](https://gym.openai.com/): A toolkit for developing and comparing reinforcement learning algorithms. (Can play with [Atari](https://en.wikipedia.org/wiki/Atari), Box2d, MuJoCo etc...) - [malmo](https://github.com/Microsoft/malmo): Project Malmö is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. - [DeepMind Pysc2](https://github.com/deepmind/pysc2): StarCraft II Learning Environment. - [Procgen](https://github.com/openai/procgen): Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments. - [TorchCraftAI](https://torchcraft.github.io/TorchCraftAI/): A bot platform for machine learning research on StarCraft®: Brood War® - [Valve Dota2](https://developer.valvesoftware.com/wiki/Dota_Bot_Scripting): Dota2 game acessing api. ([CN doc](https://developer.valvesoftware.com/wiki/Dota_Bot_Scripting:zh-cn)) - [Mario AI Framework](https://github.com/amidos2006/Mario-AI-Framework): A Mario AI framework for using AI methods. - [Google Dopamine](https://github.com/google/dopamine): Dopamine is a rese
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Stjepan Jureković · Manning Publication · Croatia
3
Tiago monteiro · Northeastern University · United States
2
Denzel
2
1
1
PSBigBig + MiniPS
1
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:9254bfcd28c20c7d, topic:deep-learning, readme:distributed training
matched fp:9254bfcd28c20c7d, topic:reinforcement-learning, readme:reinforcement learning
matched fp:9254bfcd28c20c7d, topic:learning