Monthly downloads
16.7K
Weekly downloads
1.5K
GitHub stars
637
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.8
Licence
Apache License, Version 2.0
Last Release
2 years ago
Author
TorchOpt Contributors
First Release
April 1, 2022
Total Releases
12
Python Versions
3
3.8
3.9
3.10
3.11
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
30
Popularity
55
Adoption
42
Community
25
Provenance
0
How the maintenance status was determined
Last commit
836 days ago
Monthly downloads
16,707
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
16,707
Stars
637
Stars per 1k downloads
38.13
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
210
Month daily avg
557
Momentum
-62.4%
((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
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
1071 days ago
Total releases
12
Releases/year
2.6
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
8
Monthly downloads
16,707
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
20.4
per 1k stars
Discussions
18.8
per 1k stars
Fork Ratio
18.2%
contrib / forks
Stale Release
235d
PR Velocity
Active
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
43
Windows
19
Python Versions
3.13
62.3%
38
3.11
18.0%
11
3.12
9.8%
6
3.9
6.6%
4
3.10
3.3%
2
Top Countries
1.
US
34
US
2.
KR
8
KR
3.
CN
5
CN
4.
DK
5
DK
5.
HK
4
HK
6.
JP
4
JP
7.
SG
4
SG
8.
TW
3
TW
9.
NL
2
NL
10.
BE
1
BE
Weekly Downloads
GitHub Stars
Dependencies
5
- graphviz
- numpy
- optree >=0.4.1
- torch >=1.13
- typing-extensions >=4.0.0
22 optional dependencies
-
black>=22.6.0[lint]extra == "lint"
-
cpplint[lint]extra == "lint"
-
doc8[lint]extra == "lint"
-
flake8[lint]extra == "lint"
-
flake8-bugbear[lint]extra == "lint"
-
flake8-comprehensions[lint]extra == "lint"
-
flake8-docstrings[lint]extra == "lint"
-
flake8-pyi[lint]extra == "lint"
-
flake8-simplify[lint]extra == "lint"
-
isort[lint]extra == "lint"
-
jax>=0.3[test]platform_system != "Windows" and extra == "test"
-
jaxopt[test]platform_system != "Windows" and extra == "test"
-
mypy>=0.990[lint]extra == "lint"
-
optax[test]platform_system != "Windows" and extra == "test"
-
pre-commit[lint]extra == "lint"
-
pydocstyle[lint]extra == "lint"
-
pyenchant[lint]extra == "lint"
-
pylint>=2.15.0[lint]extra == "lint"
-
pytest[test]extra == "test"
-
pytest-cov[test]extra == "test"
-
pytest-xdist[test]extra == "test"
-
ruff[lint]extra == "lint"
Used By
8
- bergson 9.2K/mo
- softtorch 995/mo
- metient 872/mo
- posteriors 518/mo
- opake-optimizers 205/mo
- torchcross 161/mo
- torchsilk 157/mo
- torch-admp 123/mo
Repository details
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh