PyPI Stats
learning-at-home

hivemind

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
PyPI GitHub
Downloads
Day
62
Week
544
Month
8.3K
Stars
2.4K
Forks
228
Issues
69
Version
1.1.12

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
65
Popularity
70
Adoption
39
Community
50
How the maintenance status was determined
Last commit
121 days ago
Monthly downloads
8,328
Active
Activity within 30 days
• Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
8,328
Stars
2,425
Stars per 1k downloads
291.19
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
• Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
78
Month daily avg
278
Momentum
-72.0%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
Not specified
Cutting Edge
Minimum supported version is 3.12 or newer
Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
• Unknown
No requires_python specified or unparseable
Package does not declare a minimum Python version.
License categories
License
MIT
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
123 days ago
Total releases
28
Releases/year
4.9
Rapid
Last release within 365 days and > 12 releases/year
• Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
41
Monthly downloads
8,328
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
57
 
Issue Burden
28.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
18.0%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 86

Python Versions

3.11
61.4% 54
3.12
21.6% 19
3.10
11.4% 10
3.9
3.4% 3
3.8
2.3% 2

Top Countries

1. SG SG
65
2. US US
16
3. BR BR
7
4. HK HK
5
5. CA CA
1
6. CH CH
1
7. ES ES
1
8. FR FR
1
9. RU RU
1

Dependencies

20
34 optional dependencies

Used By

4

Package Information

License
MIT
First Release
August 16, 2020
Last Release
4 months ago
Last Commit
4 months ago
Latest Version
1.1.12
Total Releases
28
Contributors
41
Open PRs
26
Archived
No
Author
Learning@home & contributors
Python Versions
3 3.9 3.10 3.11 3.12
Wheels
py3
Keywords
pytorch deep learning machine learning gpu distributed computing volunteer computing dht
Topics
deep-learning pytorch volunteer-computing mixture-of-experts distributed-training distributed-systems asynchronous-programming asyncio dht hivemind neural-networks machine-learning
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links