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Awesome Python Data Science
Probably the best curated list of data science software in Python.
krzjoa/awesome-python-data-science
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#data-visualization
#deep-learning
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DLR-RM/stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
GitHub topics
- Updated
- 2026-06-19
- Lists
- 5 list mentions
- First commit
- 2019-09-05
- License
- MIT
- Issues
- 85 open
13,568
stars
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- 2,165
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- 934 commits
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Farama-Foundation/Gymnasium
A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
- Updated
- 2026-07-14
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- 3 list mentions
- First commit
- 2016-04-27
- License
- MIT
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- 79 open
12,167
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- 1,390
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- 2,614 commits
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vwxyzjn/cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
GitHub topics
- Updated
- 2026-04-20
- Lists
- 1 list mention
- First commit
- 2019-06-07
- License
- NOASSERTION
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- 107 open
10,087
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- Forks
- 1,123
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- 843 commits
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- No 7-day history
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sail-sg/envpool
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
AI dev
GitHub topics
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- 2026-06-17
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- 1 list mention
- First commit
- 2021-11-08
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- Apache-2.0
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- 16 open
1,479
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- 140
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- 268 commits
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- No 7-day history
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Toni-SM/skrl
Modular Reinforcement Learning (RL) library (implemented in PyTorch, JAX, and NVIDIA Warp) with support for Gymnasium/Gym, NVIDIA Isaac Lab, MuJoCo Playground and other environments
GitHub topics
- Updated
- 2026-05-11
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- 2 list mentions
- First commit
- 2021-07-08
- License
- MIT
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- 28 open
1,082
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- 1,570 commits
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