PyPI Stats
ml-energy

zeus-ml

Measure and optimize the energy consumption of your AI applications!
PyPI GitHub

Shared Repository

This package shares its GitHub repository (ml-energy/zeus) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
80
Week
586
Month
2.5K
Stars
355
Forks
45
Issues
14
Version
0.11.0.post1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
52
Adoption
33
Community
40
How the maintenance status was determined
Last commit
8 days ago
Monthly downloads
2,457
• 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
2,457
Stars
355
Stars per 1k downloads
144.49
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
84
Month daily avg
82
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.9
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
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
457 days ago
Total releases
20
Releases/year
5.4
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
20
Monthly downloads
2,457
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
44
 
Issue Burden
39.4
per 1k stars
Discussions
16.9
per 1k stars
Fork Ratio
44.4%
contrib / forks
Stale Release
449d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 34
Windows 20
macOS 11

Python Versions

3.11
40.6% 26
3.12
32.8% 21
3.13
12.5% 8
3.14
10.9% 7
3.10
3.1% 2

Top Countries

1. US US
26
2. DE DE
7
3. ES ES
6
4. GH GH
3
5. BR BR
2
6. CZ CZ
2
7. GB GB
2
8. KE KE
2
9. PL PL
2
10. CA CA
1

Dependencies

10
40 optional dependencies

Used By

1

Package Information

License
Apache 2.0
First Release
August 27, 2022
Last Release
1 year ago
Last Commit
1 week ago
Latest Version
0.11.0.post1
Total Releases
20
Contributors
20
Open PRs
0
Archived
No
Author
Zeus Team
Python Versions
3.9 3.10 3.11 3.12
Wheels
py3
Keywords
deep-learning power energy carbon sustainability mlsys
Topics
deep-learning energy mlsys
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links