PyPI Stats
Farama-Foundation

minari

A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities
PyPI GitHub
Downloads
Day
906
Week
6.8K
Month
26.8K
Stars
510
Forks
63
Issues
21
Version
0.5.3

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
55
Adoption
64
Community
50
How the maintenance status was determined
Last commit
11 days ago
Monthly downloads
26,838
• 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
26,838
Stars
510
Stars per 1k downloads
19.00
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
978
Month daily avg
895
Momentum
+9.3%
((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
MIT 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
384 days ago
Total releases
13
Releases/year
3.7
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
36
Monthly downloads
26,838
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
49
 
Issue Burden
41.2
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
57.1%
contrib / forks
Stale Release
372d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 926
Windows 21
macOS 14

Python Versions

3.12
71.6% 686
3.10
19.1% 183
3.11
7.0% 67
3.13
1.5% 14
3.9
0.8% 8

Top Countries

1. US US
779
2. HK HK
52
3. SG SG
32
4. NL NL
17
5. VN VN
12
6. FR FR
9
7. CN CN
8
8. ZA ZA
7
9. BR BR
6
10. CZ CZ
6

Dependencies

5
14 optional dependencies

Used By

8

Package Information

License
MIT License
First Release
November 14, 2022
Last Release
1 year ago
Last Commit
1 week ago
Latest Version
0.5.3
Total Releases
13
Contributors
36
Open PRs
2
Archived
No
Python Versions
3 3.8 3.9 3.10 3.11 3.12
Wheels
py3
Keywords
Reinforcement Learning Offline RL RL AI Gymnasium Farama
Topics
datasets gymnasium offline-rl reinforcement-learning
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links