PyPI Stats
pytorch

torchrl-nightly

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (pytorch/rl) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
8.4K
Week
11.4K
Month
37.2K
Stars
3.4K
Forks
450
Issues
191
Version
2025.9.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
76
Adoption
85
Community
80
How the maintenance status was determined
Last commit
5 days ago
Monthly downloads
37,160
• 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
37,160
Stars
3,414
Stars per 1k downloads
91.87
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
1,631
Month daily avg
1,239
Momentum
+31.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.9
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
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
247 days ago
Total releases
929
Releases/year
259.2
• 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
251
Monthly downloads
37,160
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
84
 
Issue Burden
55.9
per 1k stars
Discussions
12.3
per 1k stars
Fork Ratio
55.8%
contrib / forks
Stale Release
241d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 9
Windows 2

Python Versions

3.9
45.5% 5
3.12
36.4% 4
3.10
18.2% 2

Top Countries

1. DE DE
30
2. US US
10
3. GB GB
2
4. NL NL
2
5. VN VN
2
6. CA CA
1
7. CN CN
1

Dependencies

5
51 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Unknown
First Release
October 6, 2022
Last Release
8 months ago
Last Commit
5 days ago
Latest Version
2025.9.1
Total Releases
929
Contributors
251
Open PRs
84
Archived
No
Python Versions
3.9 3.10 3.11 3.12 3.13
Wheels
cp310 cp311 cp312 cp313 cp37 cp38 cp39
Keywords
reinforcement-learning pytorch rl machine-learning
Topics
ai control decision-making distributed-computing machine-learning marl model-based-reinforcement-learning multi-agent-reinforcement-learning pytorch reinforcement-learning rl robotics torch
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links