Monthly downloads
1.7M
Weekly downloads
484.5K
GitHub stars
539
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.10
Licence
Apache License 2.0
Last Release
4 months ago
First Release
October 5, 2023
Total Releases
44
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
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
80
Popularity
60
Adoption
90
Community
75
Provenance
0
How the maintenance status was determined
Last commit
72 days ago
Monthly downloads
1,745,498
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
1,745,498
Stars
539
Stars per 1k downloads
0.31
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
69,219
Month daily avg
58,183
Momentum
+19.0%
((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 License 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
129 days ago
Total releases
44
Releases/year
14.5
•
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
32
Monthly downloads
1,745,498
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
71
Issue Burden
14.8
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
18.9%
contrib / forks
Stale Release
No
PR Velocity
Quiet
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
23.9K
Windows
1.1K
macOS
746
Python Versions
3.12
60.1%
15.3K
3.10
15.9%
4.1K
3.13
12.3%
3.1K
3.11
9.7%
2.5K
3.14
2.0%
509
Top Countries
1.
US
23.1K
US
2.
IN
336
IN
3.
NL
183
NL
4.
JP
161
JP
5.
DE
156
DE
6.
KR
156
KR
7.
GB
148
GB
8.
SG
115
SG
9.
CN
106
CN
10.
FI
93
FI
Weekly Downloads
GitHub Stars
Dependencies
5
7 optional dependencies
-
betterproto>=2.0.0b6[signing]extra == "signing"
-
datasets[hf-datasets]extra == "hf-datasets"
-
model-signing[signing]extra == "signing"
-
pandas[pandas-datasets]extra == "pandas-datasets"
-
pandas[hf-datasets]extra == "hf-datasets"
-
polars[polars-datasets]extra == "polars-datasets"
-
sigstore>=3.6.1[signing]extra == "signing"
Used By
76
- keras-hub 401.1K/mo
- google-tunix 263.0K/mo
- torchtune 255.5K/mo
- litert-torch 66.2K/mo
- keras-hub-nightly 33.4K/mo
- ai-edge-torch-nightly 15.3K/mo
- keras-cv 13.0K/mo
- litert-torch-nightly 8.7K/mo
- deepfabric 5.2K/mo
- datadepot 4.1K/mo
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh