Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3
Licence
Apache 2.0
Last Release
2 years ago
Author
Google LLC
First Release
December 4, 2018
Total Releases
52
Python Versions
3
3.8
3.9
3.10
3.11
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
Package Risks
- No releases in 764 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
50
Popularity
77
Adoption
36
Community
80
Provenance
0
How the maintenance status was determined
Last commit
272 days ago
Monthly downloads
4,502
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
4,502
Stars
3,031
Stars per 1k downloads
673.26
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
178
Month daily avg
150
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Momentum 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
>=3
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
License categories
License
Apache 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
1037 days ago
Total releases
52
Releases/year
6.6
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
198
Monthly downloads
4,502
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
88
Issue Burden
68.6
per 1k stars
Discussions
10.2
per 1k stars
Fork Ratio
26.4%
contrib / forks
Stale Release
764d
PR Velocity
Quiet
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
154
Windows
1
Python Versions
3.10
21.9%
23
3.6
21.0%
22
3.11
20.0%
21
3.14
19.0%
20
3.9
18.1%
19
Top Countries
1.
CN
143
CN
2.
US
113
US
3.
NL
23
NL
4.
DE
20
DE
5.
CA
11
CA
6.
SG
6
SG
7.
BE
3
BE
8.
ES
1
ES
9.
SI
1
SI
Weekly Downloads
GitHub Stars *
Dependencies
12
- absl-py >=0.6.1
- cloudpickle >=1.3
- gin-config >=0.4.0
- gym <=0.23.0,>=0.17.0
- numpy >=1.19.0
- pillow
- protobuf >=3.11.3
- pygame ==2.1.3
- six >=1.10.0
- tensorflow-probability ~=0.23.0
- typing-extensions ==4.5.0
- wrapt >=1.11.1
7 optional dependencies
-
dm-reverb~=0.14.0[reverb]extra == "reverb"
-
mock>=2.0.0[tests]extra == "tests"
-
opencv-python>=3.4.1.15[tests]extra == "tests"
-
pybullet[tests]extra == "tests"
-
rlds[reverb]extra == "reverb"
-
scipy>=1.1.0[tests]extra == "tests"
-
tensorflow~=2.15.0[reverb]extra == "reverb"
Used By
5
- ml-compiler-opt 2.8K/mo
- bark-ml 2.6K/mo
- kolibri-light 183/mo
- tensor2tensormanuel 67/mo
- relexi 62/mo
Repository details
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords