Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.10
Licence
BSD
Last Release
47 min ago
First Release
November 14, 2022
Total Releases
41
Python Versions
3.10
3.11
3.12
3.13
3.14
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
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
63
Adoption
90
Community
70
Provenance
100
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
1,647,349
•
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
1,647,349
Stars
1,039
Stars per 1k downloads
0.63
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
61,357
Month daily avg
54,912
Momentum
+11.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Python version support tiers
requires_python
>=3.10
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
BSD
•
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
0 days ago
Total releases
41
Releases/year
10.4
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
84
Monthly downloads
1,647,349
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
76
Issue Burden
104.9
per 1k stars
Discussions
8.7
per 1k stars
Fork Ratio
65.1%
contrib / forks
Stale Release
No
PR Velocity
Active
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
36.7K
macOS
4.5K
Windows
2.2K
Python Versions
3.12
64.7%
28.0K
3.11
18.3%
7.9K
3.13
10.8%
4.7K
3.10
5.2%
2.2K
3.14
1.1%
464
Top Countries
1.
US
30.2K
US
2.
CA
2.2K
CA
3.
HU
2.0K
HU
4.
JP
1.6K
JP
5.
SG
1.6K
SG
6.
GB
1.2K
GB
7.
ES
1.1K
ES
8.
CN
710
CN
9.
DE
610
DE
10.
HK
333
HK
Weekly Downloads
GitHub Stars *
Dependencies
7
- cloudpickle
- importlib-metadata
- numpy
-
orjson
python_version < "3.13"
- packaging
- pyvers <0.3.0,>=0.2.0
- torch
17 optional dependencies
-
h5py>=3.8[h5]extra == "h5"
-
mypy>=1.0.0[typecheck]extra == "typecheck"
-
ninja[dev]extra == "dev"
-
onnx[onnx]extra == "onnx"
-
onnxruntime[onnx]extra == "onnx"
-
onnxscript[onnx]extra == "onnx"
-
pandas>=1.5[tabular]extra == "tabular"
-
pandas>=1.5[pandas]extra == "pandas"
-
pyarrow>=10.0[parquet]extra == "parquet"
-
pyarrow>=10.0[tabular]extra == "tabular"
-
pybind11>=2.13[dev]extra == "dev"
-
pytest[tests]extra == "tests"
-
pytest-benchmark[tests]extra == "tests"
-
pytest-instafail[tests]extra == "tests"
-
pytest-rerunfailures[tests]extra == "tests"
-
pyyaml[tests]extra == "tests"
-
zarr>=3.0[zarr]python_version >= "3.11" and extra == "zarr"
Used By
96
- rsl-rl-lib 293.7K/mo
- torchrl 90.7K/mo
- nvidia-physicsnemo 75.6K/mo
- mjlab 68.9K/mo
- transferqueue 38.6K/mo
- agilerl 27.7K/mo
- verl 26.7K/mo
- torchrec 13.1K/mo
- nvalchemi-toolkit 10.9K/mo
- unilab-rl 8.1K/mo
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh