Package Insights
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
30
Popularity
55
Adoption
79
Community
25
How the maintenance status was determined
Last commit
673 days ago
Monthly downloads
8,825
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
8,825
Stars
629
Stars per 1k downloads
71.27
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
410
Month daily avg
294
Momentum
+39.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
>=3.8
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 License, Version 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
908 days ago
Total releases
12
Releases/year
2.9
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
8
Monthly downloads
8,825
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
52
Issue Burden
20.7
per 1k stars
Discussions
19.1
per 1k stars
Fork Ratio
18.6%
contrib / forks
Stale Release
235d
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
193
Windows
2
macOS
2
Python Versions
3.10
44.2%
87
3.11
27.4%
54
3.13
16.2%
32
3.12
11.2%
22
3.9
1.0%
2
Top Countries
1.
US
189
US
2.
DE
16
DE
3.
CN
2
CN
4.
NL
2
NL
5.
SG
2
SG
6.
CA
1
CA
Dependencies
5
- graphviz
- numpy
- optree >=0.4.1
- torch >=1.13
- typing-extensions >=4.0.0
22 optional dependencies
- black[lint]
- cpplint[lint]
- doc8[lint]
- flake8[lint]
- flake8-bugbear[lint]
- flake8-comprehensions[lint]
- flake8-docstrings[lint]
- flake8-pyi[lint]
- flake8-simplify[lint]
- isort[lint]
- jax[test]
- jaxopt[test]
- mypy[lint]
- optax[test]
- pre-commit[lint]
- pydocstyle[lint]
- pyenchant[lint]
- pylint[lint]
- pytest[test]
- pytest-cov[test]
- pytest-xdist[test]
- ruff[lint]
Used By
6
Package Information
License
Apache License, Version 2.0
First Release
April 1, 2022
Last Release
2 years ago
Last Commit
1 year ago
Latest Version
0.7.3
Total Releases
12
Contributors
8
Open PRs
7
Archived
No
Author
TorchOpt Contributors
Python Versions
3
3.8
3.9
3.10
3.11
Wheels
cp310
cp311
cp37
cp38
cp39
py3
Keywords
Topics
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh