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Meta Optimization Python Packages

Python packages with the GitHub topic meta-optimization. Sorted by monthly downloads, with stars and forks.
learnables
learn2learn

A PyTorch Library for Meta-learning Research

1K 3K 358
shepherd-agents
shepherd-ai

A runtime substrate that turns an agent's execution into a reversible, Git-like trace, so meta-agents can observe, fork, replay, and revert any run. Couples agent and environments in a copy-on-write fork ~5x faster than docker commit, with ~95% KV-cache reuse on replay. Framework built for meta-agents to supervise, optimize, and train other agents

825 2K 216
learnables
learn2learn-dev

A PyTorch Library for Meta-learning Research

60 3K 358
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