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 (4 years ago)

Commits 583 (last one 28 days ago)

Stargazers 2,066 (5 this week)

Watchers 56 (0 this week)

Forks 169

License mit

Ranking

RepositoryStats indexes 589,134 repositories, of these learning-at-home/hivemind is ranked #24,826 (96th percentile) for total stargazers, and #36,340 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #3,799/117,584.

learning-at-home/hivemind is also tagged with popular topics, for these it's ranked: deep-learning (#732/8438), machine-learning (#754/7978), pytorch (#453/5977), neural-networks (#76/721), asyncio (#40/571), distributed-systems (#91/558)

Other Information

learning-at-home/hivemind has 21 open pull requests on Github, 390 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 60 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

108 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: 2024-12-02 @ 05:06pm, id: 243530669 / R_kgDODoP7rQ