Monthly downloads
496.9K
Weekly downloads
261.9K
GitHub stars
1.3K
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.8
Licence
MIT
Last Release
8 months ago
First Release
May 24, 2020
Total Releases
36
Python Versions
3
3.8
3.9
3.10
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
50
Popularity
66
Adoption
96
Community
60
Provenance
0
How the maintenance status was determined
Last commit
244 days ago
Monthly downloads
496,936
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
496,936
Stars
1,288
Stars per 1k downloads
2.59
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
37,408
Month daily avg
16,565
Momentum
+125.8%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
>=3.8
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
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
244 days ago
Total releases
36
Releases/year
5.6
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
36
Monthly downloads
496,936
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
81
Issue Burden
14.8
per 1k stars
Discussions
71.4
per 1k stars
Fork Ratio
18.9%
contrib / forks
Stale Release
No
PR Velocity
Quiet
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
76.5K
macOS
687
Windows
185
Python Versions
3.13
91.3%
70.5K
3.12
4.5%
3.5K
3.10
2.0%
1.5K
3.11
1.3%
972
3.14
1.0%
786
Top Countries
1.
US
76.6K
US
2.
BE
442
BE
3.
CN
216
CN
4.
SG
189
SG
5.
JP
150
JP
6.
SE
123
SE
7.
GB
90
GB
8.
DE
74
DE
9.
NL
72
NL
10.
KR
52
KR
Weekly Downloads
GitHub Stars
Dependencies
4
- opt-einsum-fx >=0.1.4
- scipy
- sympy
- torch >=2.2.0
2 optional dependencies
-
pre-commit[dev]extra == "dev"
-
pytest[dev]extra == "dev"
Used By
48
- mace-torch 102.5K/mo
- mattersim 43.5K/mo
- fairchem-core 37.1K/mo
- sevenn 23.6K/mo
- nequip 7.7K/mo
- depth-anything-3 5.1K/mo
- macer 3.2K/mo
- alomancy 3.1K/mo
- graph-longrange 2.5K/mo
- graph-pes 2.5K/mo
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh