PyPI Stats
thaler-lab

energyflow

Python package for the EnergyFlow suite of tools.
PyPI GitHub
Downloads
Day
251
Week
1.2K
Month
5.0K
Stars
42
Forks
37
Issues
3
Version
1.4.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
40
Popularity
38
Adoption
36
Community
50
How the maintenance status was determined
Last commit
551 days ago
Monthly downloads
4,956
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
4,956
Stars
42
Stars per 1k downloads
8.47
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
178
Month daily avg
165
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
GNU General Public License v3 (GPLv3)
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
551 days ago
Total releases
53
Releases/year
6.3
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
7
Monthly downloads
4,956
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
50
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
18.9%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 15

Python Versions

3.12
53.3% 8
3.10
40.0% 6
3.11
6.7% 1

Top Countries

1. ES ES
105
2. RU RU
105
3. US US
13
4. DE DE
2
5. CA CA
1

Dependencies

4
14 optional dependencies

Used By

3

Package Information

License
GNU General Public License v3 (GPLv3)
First Release
December 8, 2017
Last Release
1 year ago
Last Commit
1 year ago
Latest Version
1.4.0
Total Releases
53
Contributors
7
Open PRs
2
Archived
No
Python Versions
3 3.9 3.10 3.11 3.12
Wheels
py3
Keywords
CMS Deep Sets EFM EFN EFP EMD Earth Mover Distance Energy Flow Moment Energy Flow Network Energy Flow Polynomial MOD Open Data PFN Particle Flow Network Wasserstein architecture collider correlator energy flow energyflow jets metric multigraph neural network open physics polynomial substructure
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links