Python
RLlibray-project/ray
RLlib is an industry level, highly scalable RL library for tf and torch, based on Ray. It's used by companies like Amazon and Microsoft to solve real-world decision making problems at scale.
Deep learningRL
44.1k updated today
garage
rlworkgroup/garage
A toolkit for reproducible reinforcement learning research
- rl-algorithms
- reproducibility
- pytorch
- tensorflow
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ML-From-Scratcheriklindernoren/ML-From-Scratch
Implementations of Machine Learning models from scratch in Python with a focus on transparency. Aims to showcase the nuts and bolts of ML in an accessible way.
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DeepMind Labdeepmind/lab
DeepMind Lab is a 3D learning environment based on id Software's Quake III Arena via ioquake3 and other open source software. Its primary purpose is to act as a testbed for research in artificial intelligence, especially deep reinforcement learning.
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Serpent.AISerpentAI/SerpentAI Archived
Serpent.AI is a game agent framework that allows you to turn any video game you own into a sandbox to develop AI and machine learning experiments. For both researchers and hobbyists.
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TensorWatchmicrosoft/tensorwatch
Debugging and visualization tool for machine learning and data science. It extensively leverages Jupyter Notebook to show real-time visualizations of data in running processes such as machine learning training.
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Catalystcatalyst-team/catalyst
High-level utils for PyTorch DL & RL research. It was developed with a focus on reproducibility, fast experimentation and code/ideas reusing. Being able to research/develop something new, rather than write another regular train loop.
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ViZDoommwydmuch/ViZDoom
ViZDoom allows developing AI bots that play Doom using only the visual information (the screen buffer). It is primarily intended for research in machine visual learning, and deep reinforcement learning, in particular.
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