PyRank
google-research

torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

torchsde has 1.8M monthly downloads and 2K GitHub stars. Version 0.2.6 supports Python 3.8+, first published in 2021.

Its repository is archived and was distributed under a permissive license, last released in Sep 2023.

It is used by 37 tracked packages, including invokeai, torchdyn and vllm-omni.

GitHub topics include deep-learning, deep-neural-networks and pytorch.

Downloads
Day
57.7K
Week
413.8K
Month
1.8M
Stars
1.7K
Forks
227
Issues
32
Version
0.2.6

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
2
Popularity
68
Adoption
70
Community
30
Provenance
0
How the maintenance status was determined
Last commit
553 days ago
Monthly downloads
1,832,054
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
Repository is archived on GitHub — no further commits expected.
How the popularity category was determined
Monthly downloads
1,832,054
Stars
1,724
Stars per 1k downloads
0.94
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
59,113
Month daily avg
61,068
Momentum
-3.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python 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 Software License
• 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
1014 days ago
Total releases
2
Releases/year
0.4
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
9
Monthly downloads
1,832,054
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
40
 
Issue Burden
18.6
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
4.0%
contrib / forks
Stale Release
460d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 34.9K
Windows 17.5K
macOS 2.9K

Python Versions

3.12
58.7% 32.3K
3.10
16.0% 8.8K
3.11
13.7% 7.5K
3.13
8.2% 4.5K
3.14
3.5% 1.9K

Top Countries

1. US US
25.2K
2. SG SG
5.4K
3. JP JP
3.0K
4. DE DE
1.8K
5. NL NL
1.5K
6. CN CN
1.2K
7. CA CA
1.1K
8. FR FR
1.1K
9. KR KR
972
10. RU RU
921

Package Information

License
Apache Software License
First Release
July 20, 2021
Last Release
2 years ago
Last Commit
1 year ago
Latest Version
0.2.6
Total Releases
2
Contributors
9
Open PRs
2
Archived
Yes
Author
Xuechen Li, Patrick Kidger
Python Versions
3
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links