Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
>=3.10
Licence
BSD-3-Clause
Last Release
1 year ago
First Release
February 20, 2020
Total Releases
79
Python Versions
3.10
3.11
3.12
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 231 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
50
Popularity
72
Adoption
70
Community
50
Provenance
0
How the maintenance status was determined
Last commit
252 days ago
Monthly downloads
2,024,182
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
2,024,182
Stars
3,208
Stars per 1k downloads
1.58
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
61,512
Month daily avg
67,473
Momentum
-8.8%
((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-3-Clause
•
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
483 days ago
Total releases
79
Releases/year
11.9
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
45
Monthly downloads
2,024,182
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
56
Issue Burden
36.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
19.2%
contrib / forks
Stale Release
231d
PR Velocity
Quiet
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
50.1K
Windows
3.7K
macOS
1.5K
Python Versions
3.12
33.2%
18.1K
3.13
32.4%
17.6K
3.10
19.5%
10.6K
3.11
14.1%
7.7K
3.14
0.8%
430
Top Countries
1.
US
45.8K
US
2.
KR
1.5K
KR
3.
SG
1.3K
SG
4.
CN
653
CN
5.
NL
609
NL
6.
FR
426
FR
7.
IN
397
IN
8.
DE
381
DE
9.
JP
367
JP
10.
GB
332
GB
Weekly Downloads
GitHub Stars *
Dependencies
3
45 optional dependencies
-
autoflake[dev]extra == "dev"
-
bandit[dev]extra == "dev"
-
black[dev]extra == "dev"
-
build[dev]extra == "dev"
-
bump2version[dev]extra == "dev"
-
diffusers[dev]extra == "dev"
-
flake8[dev]extra == "dev"
-
icecream[dev]extra == "dev"
-
imageio[dev]extra == "dev"
-
isort[dev]extra == "dev"
-
jupyter[dev]extra == "dev"
-
jupyterlab[dev]extra == "dev"
-
lmdb[dev]extra == "dev"
-
matplotlib[dev]extra == "dev"
-
mkdocs[dev]extra == "dev"
-
mkdocs-autorefs[dev]extra == "dev"
-
mkdocs-jupyter[dev]extra == "dev"
-
mkdocs-material[dev]extra == "dev"
-
mkdocs-material-extensions[dev]extra == "dev"
-
mkdocs-minify-plugin[dev]extra == "dev"
-
mkdocstrings[dev]extra == "dev"
-
mkdocstrings-python[dev]extra == "dev"
-
msgpack[dev]extra == "dev"
-
mypy[dev]extra == "dev"
-
nbconvert[dev]extra == "dev"
-
notebook[dev]extra == "dev"
-
papermill[dev]extra == "dev"
-
pdm[dev]extra == "dev"
-
pillow[dev]extra == "dev"
-
pre-commit[dev]extra == "dev"
-
pydocstyle[dev]extra == "dev"
-
pytest[dev]extra == "dev"
-
pytest-cov[dev]extra == "dev"
-
pytorch-lightning[dev]extra == "dev"
-
ray[dev]extra == "dev"
-
ruff[dev]extra == "dev"
-
scipy[dev]extra == "dev"
-
setuptools[dev]extra == "dev"
-
torch[dev]extra == "dev"
-
torchvision[dev]extra == "dev"
-
transformers[dev]extra == "dev"
-
twine[dev]extra == "dev"
-
typer[dev]extra == "dev"
-
types-pyyaml[dev]extra == "dev"
-
wheel[dev]extra == "dev"
Used By
89
- omnivoice 135.6K/mo
- laion-clap 87.2K/mo
- megatron-energon 44.2K/mo
- img2dataset 24.7K/mo
- cosmos-predict2 8.6K/mo
- vjepa 7.3K/mo
- clip-retrieval 6.0K/mo
- aeiou 5.4K/mo
- dalle2-pytorch 4.9K/mo
- birder 4.5K/mo
Repository details
GitHub Topics
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh