PyRank
cornellius-gp

gpytorch

A highly efficient implementation of Gaussian Processes in PyTorch
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

gpytorch has 999K monthly downloads and 4K GitHub stars. Version 1.15.2 supports Python 3.10+, first published in 2018.

It is actively maintained under a permissive license, last released in Feb 2026.

It is built on top of linear-operator, mpmath and scikit-learn. It is used by 107 tracked packages, including botorch, netcal and hebo.

GitHub topics include pytorch, gaussian-processes and gpu-acceleration.

Downloads
Day
26.5K
Week
210.0K
Month
998.5K
Stars
3.9K
Forks
596
Issues
365
Version
1.15.2

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
78
Adoption
69
Community
80
Provenance
0
How the maintenance status was determined
Last commit
28 days ago
Monthly downloads
998,548
• 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
998,548
Stars
3,896
Stars per 1k downloads
3.90
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
30,006
Month daily avg
33,285
Momentum
-9.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.10
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
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
129 days ago
Total releases
48
Releases/year
6.2
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
130
Monthly downloads
998,548
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
90
 
Issue Burden
93.7
per 1k stars
Discussions
83.2
per 1k stars
Fork Ratio
21.8%
contrib / forks
Stale Release
100d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 14.5K
macOS 695
Windows 581

Python Versions

3.11
37.0% 5.5K
3.12
26.0% 3.9K
3.10
18.3% 2.7K
3.13
12.7% 1.9K
3.9
6.1% 907

Top Countries

1. US US
13.6K
2. DE DE
565
3. NL NL
254
4. BE BE
228
5. JP JP
206
6. SG SG
180
7. FR FR
120
8. KR KR
104
9. GB GB
95
10. SE SE
75
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
MIT
First Release
October 2, 2018
Last Release
4 months ago
Last Commit
4 weeks ago
Latest Version
1.15.2
Total Releases
48
Contributors
130
Open PRs
46
Archived
No
Author
Jake Gardner, Geoff Pleiss
Python Versions
3
Wheels
py2 py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links