Monthly downloads
2.2M
Weekly downloads
679.4K
GitHub stars
476
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.10
Licence
Apache Software License
Last Release
1 year ago
First Release
July 24, 2024
Total Releases
12
Python Versions
3
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 314 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
55
Popularity
52
Adoption
100
Community
35
Provenance
0
How the maintenance status was determined
Last commit
119 days ago
Monthly downloads
2,245,373
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
2,245,373
Stars
476
Stars per 1k downloads
0.21
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
97,057
Month daily avg
74,846
Momentum
+29.7%
((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
Apache Software 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
434 days ago
Total releases
12
Releases/year
5.4
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
17
Monthly downloads
2,245,373
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
48
Issue Burden
21.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
58.6%
contrib / forks
Stale Release
314d
PR Velocity
Active
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
105.2K
macOS
729
Windows
157
Python Versions
3.13
69.1%
73.0K
3.12
22.1%
23.4K
3.11
4.1%
4.4K
3.10
3.3%
3.5K
3.14
1.3%
1.4K
Top Countries
1.
US
103.3K
US
2.
NL
694
NL
3.
BE
591
BE
4.
SG
547
SG
5.
GB
476
GB
6.
JP
383
JP
7.
CA
335
CA
8.
CN
253
CN
9.
IN
207
IN
10.
IE
160
IE
Weekly Downloads
GitHub Stars
Dependencies
1
- numpy >=1.25.2
31 optional dependencies
-
absl-py>=1.4.0[test]extra == "test"
-
ipython[docs]extra == "docs"
-
ipython[notebook]extra == "notebook"
-
ipython[dev]extra == "dev"
-
jax>=0.4.23[notebook]extra == "notebook"
-
jax>=0.4.23[docs]extra == "docs"
-
jax>=0.4.23[test]extra == "test"
-
jupyter[dev]extra == "dev"
-
matplotlib>=3.5.0[docs]extra == "docs"
-
myst-nb>=1.0.0[docs]extra == "docs"
-
myst-parser>=3.0.1[docs]extra == "docs"
-
omegaconf>=2.0.0[test]extra == "test"
-
packaging==24.1[docs]extra == "docs"
-
palettable==3.3.3[docs]extra == "docs"
-
palettable[notebook]extra == "notebook"
-
pandas==2.2.2[docs]extra == "docs"
-
penzai~=0.2.4[docs]extra == "docs"
-
plotly==5.22.0[docs]extra == "docs"
-
pydantic>=2.0.0[test]extra == "test"
-
pyink>=24.3.0[dev]extra == "dev"
-
pylint>=2.6.0[dev]extra == "dev"
-
pytest>=8.2.2[dev]extra == "dev"
-
pytest>=8.2.2[test]extra == "test"
-
pytype[dev]extra == "dev"
-
sphinx<7.3.0,>=6.0.0[docs]extra == "docs"
-
sphinx-book-theme>=1.0.1[docs]extra == "docs"
-
sphinx-contributors[docs]extra == "docs"
-
sphinx-hoverxref[docs]extra == "docs"
-
sphinxcontrib-katex[docs]extra == "docs"
-
torch==2.3.1[docs]extra == "docs"
-
torch>=2.0.0[test]extra == "test"
Used By
18
- flax 2.5M/mo
- gemma 19.9K/mo
- penzai 4.3K/mo
- coordax 2.4K/mo
- rlinf-openpi 1.9K/mo
- spark-snn 1.1K/mo
- inseq 708/mo
- spectrax-lib 330/mo
- jax-blox 238/mo
- everwillow 227/mo
Repository details
GitHub Topics
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh