PyRank
deepmind

bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
PyPI GitHub
More links
Download Stats
Monthly downloads
1.7K
Weekly downloads
662
GitHub stars
1.6K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
0.3.6
Requires Python
Not specified
Licence
Apache License, Version 2.0
Last Release
5 months ago
Author
DeepMind
First Release
June 7, 2020
Total Releases
5
Python Versions
3.6 3.7
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

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
70
Popularity
67
Adoption
32
Community
60
Provenance
0
How the maintenance status was determined
Last commit
11 days ago
Monthly downloads
1,744
• 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
1,744
Stars
1,562
Stars per 1k downloads
895.64
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
95
Month daily avg
58
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
More insights and metrics
Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
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
161 days ago
Total releases
5
Releases/year
0.8
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
22
Monthly downloads
1,744
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
55
 
Issue Burden
5.1
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
11.6%
contrib / forks
Stale Release
149d
 
PR Velocity
Active
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 281
Windows 1

Python Versions

3.10
73.9% 207
3.9
14.6% 41
3.7
6.1% 17
3.12
4.3% 12
3.8
1.1% 3

Top Countries

1. US US
285
2. DE DE
2
3. CA CA
1
4. GB GB
1
5. JP JP
1
6. SG SG
1

Weekly Downloads

GitHub Stars

Dependencies

11
22 optional dependencies
  • baselines[baselines-third-party]
    extra == "baselines-third-party"
  • dataclasses[baselines-jax]
    extra == "baselines-jax"
  • dm-haiku[baselines-jax]
    extra == "baselines-jax"
  • dm-sonnet[baselines]
    extra == "baselines"
  • dm-tree[baselines]
    extra == "baselines"
  • dm-tree[baselines-jax]
    extra == "baselines-jax"
  • dopamine-rl[baselines-third-party]
    extra == "baselines-third-party"
  • gym==0.20.0[testing]
    extra == "testing"
  • jax[baselines-jax]
    extra == "baselines-jax"
  • jaxlib[baselines-jax]
    extra == "baselines-jax"
  • mock[testing]
    extra == "testing"
  • optax[baselines-jax]
    extra == "baselines-jax"
  • pytest-xdist[testing]
    extra == "testing"
  • pytype[testing]
    extra == "testing"
  • rlax[baselines-jax]
    extra == "baselines-jax"
  • tensorflow[baselines]
    extra == "baselines"
  • tensorflow==1.15[baselines-third-party]
    extra == "baselines-third-party"
  • tensorflow-probability==0.14.1[testing]
    extra == "testing"
  • tensorflow-probability[baselines]
    extra == "baselines"
  • tqdm[baselines]
    extra == "baselines"
  • tqdm[baselines-jax]
    extra == "baselines-jax"
  • trfl[baselines]
    extra == "baselines"

Used By

2

Repository details

Forks
190
Issues
8
Last Commit
1 week ago
Contributors
22
Open PRs
15
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
reinforcement-learning python machine-learning
Sources and methodology