PyRank
horovod

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
PyPI GitHub
More links
Download Stats
Monthly downloads
37.1K
Weekly downloads
8.6K
GitHub stars
14.7K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
0.28.1
Requires Python
>=3.6
Licence
Apache 2.0
Last Release
3 years ago
Author
The Horovod Authors
First Release
August 10, 2017
Total Releases
73
Current security advisory — review the warning above

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
18
Popularity
88
Adoption
55
Community
80
Provenance
0
How the maintenance status was determined
Last commit
29 days ago
Monthly downloads
37,134
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
Repository is archived on GitHub — no further commits expected.
How the popularity category was determined
Monthly downloads
37,134
Stars
14,680
Stars per 1k downloads
395.33
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
1,228
Month daily avg
1,238
Momentum
-0.8%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.6
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
• Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Apache 2.0
• 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
1222 days ago
Total releases
73
Releases/year
7.9
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
178
Monthly downloads
37,134
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
90
 
Issue Burden
25.9
per 1k stars
Discussions
13.2
per 1k stars
Fork Ratio
8.0%
contrib / forks
Stale Release
1192d
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 1.4K
Windows 1

Python Versions

3.11
91.7% 1.2K
3.8
2.4% 32
3.7
2.0% 27
3.12
1.9% 25
3.9
1.9% 25

Top Countries

1. US US
1.3K
2. SG SG
49
3. DE DE
13
4. NL NL
9
5. IE IE
5
6. CN CN
4
7. GB GB
4
8. HK HK
4
9. IN IN
3
10. RU RU
3

Weekly Downloads

GitHub Stars

Dependencies

0
No dependencies

Used By

4

Repository details

Forks
2.2K
Issues
380
Last Commit
4 weeks ago
Contributors
178
Open PRs
27
Archived
Yes

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
deep learning tensorflow keras pytorch mxnet spark AI
Sources and methodology