Practical_RL
99-ML-Learning-Projects
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| Practical_RL | 99-ML-Learning-Projects | |
|---|---|---|
| 2 | 1 | |
| 5,716 | 561 | |
| 1.2% | - | |
| 6.0 | 0.0 | |
| 17 days ago | 3 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| The Unlicense | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Practical_RL
- [D] implementation of MCTS in Python
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Alternatives to OpenAI’s spinning up?
there is this great github repo where there are lectures and other resources, and have a week by week jupyter notebooks where they explain and code with homeworks at the very end of it. is basics and deepRL, but just dqn and DDPG/ppo but i think will give you good start in the topic for later star working on your own.
99-ML-Learning-Projects
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I created a way to learn machine learning through Jupyter
Looks cool. Also sounds like it would fit will with the 99 ML Projects repo. Maybe you could contribute here https://github.com/gimseng/99-ML-Learning-Projects
What are some alternatives?
webdataset - A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
FunMatch-Distillation - TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.
PySyft - Perform data science on data that remains in someone else's server
awesome-rl - Reinforcement learning resources curated
cortx - CORTX Community Object Storage is 100% open source object storage uniquely optimized for mass capacity storage devices.
labml - 🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
Python Cheatsheet - All-inclusive Python cheatsheet
alpha-zero-general - A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
FinMind - Open Data, more than 50 financial data. 提供超過 50 個金融資料(台股為主)，每天更新 https://finmind.github.io/
redisai-examples - RedisAI showcase
100DaysofMLCode - My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge. Now supported by bright developers adding their learnings :+1: