learning-at-home / hivemind

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

Date Created 2020-02-27 (5 years ago)

Commits 591 (last one 5 days ago)

Stargazers 2,141 (6 this week)

Watchers 55 (0 this week)

Forks 178

License mit

Ranking

RepositoryStats indexes 630,459 repositories, of these learning-at-home/hivemind is ranked #24,975 (96th percentile) for total stargazers, and #36,907 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #3,933/128,655.

learning-at-home/hivemind is also tagged with popular topics, for these it's ranked: deep-learning (#730/8797), machine-learning (#762/8383), pytorch (#457/6208), neural-networks (#76/757), asyncio (#40/603), distributed-systems (#92/577)

Other Information

learning-at-home/hivemind has 17 open pull requests on Github, 398 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 64 open issues and 104 closed issues.

There have been 25 releases, the latest one was published on 2023-08-31 (about a year ago) with the name 1.1.10: macOS and Linux ARM support.

All Topics

dht asyncio pytorch hivemind deep-learning neural-networks machine-learning mixture-of-experts distributed-systems volunteer-computing distributed-training asynchronous-programming

Star History

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Watcher History

Github watchers over time, collection started in '23

Recent Commit History

116 commits on the default branch (master) since jan '22

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Issue History

Languages

The primary language is Python but there's also others...

updated: 2025-03-22 @ 02:06pm, id: 243530669 / R_kgDODoP7rQ