Monthly downloads
1.3K
Weekly downloads
410
GitHub stars
-
Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
Latest Version
Requires Python
<3.12,>=3.8
Licence
inline_license
Last Release
5 months ago
Author
Microsoft Corp
First Release
March 7, 2023
Total Releases
92
Python Versions
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
Score based on PyPI data only - no linked source repository
N/A
Health Score
Not available
requires GitHub data
How the maintenance status was determined
Last release
154 days ago
Monthly downloads
1,299
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
1,299
Stars
Unknown
Stars per 1k downloads
—
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
No star data — can't compute stars-to-downloads ratio.
How download momentum is calculated
Week daily avg
59
Month daily avg
43
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
<3.12,>=3.8
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
inline_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
154 days ago
Total releases
92
Releases/year
25.5
•
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
Unknown
Monthly downloads
1,299
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
Contributor count is missing — this usually indicates the package has no linked GitHub repository.
Engagement
0
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
contrib / forks
Stale Release
No
PR Velocity
-
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
No OS data available
Python Versions
No Python version data available
Top Countries
1.
HK
3
HK
2.
DE
2
DE
3.
MX
1
MX
Weekly Downloads
GitHub Stars
Dependencies
3
- albumentations ==1.3.0
- azureml-mlflow
- peft >=0.15.2
43 optional dependencies
-
diffusers==0.26.3[all]extra == "all"
-
einops[hls]extra == "hls"
-
evaluate>=0.4.2[mip3d]extra == "mip3d"
-
evaluate>=0.4.2[mip]extra == "mip"
-
fairscale==0.4.5[hls]extra == "hls"
-
flake8[hls]extra == "hls"
-
fvcore[hls]extra == "hls"
-
hydra-core>=1.3[mip3d]extra == "mip3d"
-
hydra-core>=1.3[olympus]extra == "olympus"
-
hydra-core>=1.3[mip]extra == "mip"
-
infinibatch==0.1.1[hls]extra == "hls"
-
lightning>=2.3[mip3d]extra == "mip3d"
-
lightning>=2.3[olympus]extra == "olympus"
-
lightning>=2.3[mip]extra == "mip"
-
mpi4py[hls]extra == "hls"
-
mup[hls]extra == "hls"
-
numpy==1.22.2[hls]extra == "hls"
-
numpy<2.0,>=1.26[mip]extra == "mip"
-
numpy<2.0,>=1.26[mip3d]extra == "mip3d"
-
numpy<2.0,>=1.26[olympus]extra == "olympus"
-
open-clip-torch>=2.26[mip3d]extra == "mip3d"
-
open-clip-torch>=2.26[mip]extra == "mip"
-
pdoc3==0.9.2[hls]extra == "hls"
-
pyyaml==6.0.2[hls]extra == "hls"
-
requests[hls]extra == "hls"
-
setuptools[mip]extra == "mip"
-
setuptools[mip3d]extra == "mip3d"
-
setuptools[olympus]extra == "olympus"
-
tenacity[hls]extra == "hls"
-
tensorboard[hls]extra == "hls"
-
timm~=0.4[hls]extra == "hls"
-
timm>=0.9[mip]extra == "mip"
-
timm>=0.9[mip3d]extra == "mip3d"
-
torch>=2.3[mip]extra == "mip"
-
torch>=2.3[mip3d]extra == "mip3d"
-
torch>=2.3[olympus]extra == "olympus"
-
transformers==4.33.0[all]extra == "all"
-
transformers==4.33.0[hf]extra == "hf"
-
transformers[hls]extra == "hls"
-
transformers>=4.40[mip]extra == "mip"
-
transformers>=4.40[mip3d]extra == "mip3d"
-
vision-datasets~=0.2[hls]extra == "hls"
-
yacs[hls]extra == "hls"
Used By
0
Not used by any tracked packages
Repository details
Forks
-
Issues
-
Last Commit
-
Contributors
-
Open PRs
-
Archived
-
Data and sources
Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh