huggingface/lerobot
π€ LeRobot: Making AI for Robotics more accessible with end-to-end learning
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
1 release in the last 90 days, the latest today, with 302 contributors on GitHub.
Peaked at #15 in the weekly ranking the week of Nov 9, its best in the past year.
Use Cases & Benefits
- Provides state-of-the-art AI models, datasets, and tools for real-world robotics using PyTorch with a focus on imitation and reinforcement learning.
- Lowers the barrier to entry for robotics by offering pretrained models, datasets, and simulation environments for easy experimentation and deployment.
- Use for training and evaluating dexterous manipulation policies on humanoid robot arms like HopeJR with exoskeleton control.
- Use for developing and deploying autonomous robotic arms such as the SO-101 follower and leader arms with quick training on laptops.
- Use for simulating and benchmarking robotic control policies in environments like ALOHA, SimXArm, and PushT with ready-to-use datasets and pretrained models.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Apache 2.0
Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
Meet HopeJR β A humanoid robot arm and hand for dexterous manipulation! Control it with exoskeletons and gloves for precise hand movements. Perfect for advanced manipulation tasks! π€
Meet the updated SO100, the SO-101 β Just β¬114 per arm! Train it in minutes with a few simple moves on your laptop. Then sit back and watch your creation act autonomously! π€―
Want to take it to the next level? Make your SO-101 mobile by building LeKiwi! Check out the LeKiwi tutorial and bring your robot to life on wheels.
LeRobot: State-of-the-art AI for real-world robotics
π€ LeRobot aims to provide models, datasets, and tools for real-world robotics in PyTorch. The goal is to lower the barrier to entry to robotics so that everyone can contribute and benefit from sharing datasets and pretrained models.
π€ LeRobot contains state-of-the-art approaches that have been shown to transfer to the real-world with a focus on imitation learning and reinforcement learning.
π€ LeRobot already provides a set of pretrained models, datasets with human collected demonstrations, and simulation environments to get started without assembling a robot. In the coming weeks, the plan is to add more and more support for real-world robotics on the most affordable and capable robots out there.
π€ LeRobot hosts pretrained models and datasets on this Hugging Face community page: huggingface.co/lerobot
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
6.0K+690
Open issues
901+170
Compared with peers in Backend
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 8, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| anthropics/skills | 192.3K | +5.2K | 75 | β |
| zed-industries/zed | 94.7K | +2.3K | 75 | 6 days ago |
| google/skills | 23.8K | +2.0K | 75 | β |
| NationalSecurityAgency/ghidra | 99.4K | +1.8K | 75 | 19 days ago |
| DuarteSantos8/openGym | 20.8K | +1.7K | 75 | 7 days ago |
| huggingface/lerobot | 28.7K | β | 45 | today |
| Category median | 94.7K | +2.0K | 75 | β |
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