PyRank
Project-MONAI

monai

AI Toolkit for Healthcare Imaging
PyPI GitHub
More links
Download Stats Bug Tracker Documentation Homepage
Monthly downloads
923.3K
Weekly downloads
175.1K
GitHub stars *
8.8K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
1.6.1
Requires Python
>=3.10
Licence
Apache License 2.0
Last Release
2 weeks ago
First Release
March 26, 2020
Total Releases
112
Python Versions
3 3.10 3.11 3.12 3.13
Current security advisory — review the warning above

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
85
Adoption
59
Community
80
Provenance
0
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
923,296
• 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
923,296
Stars
8,763
Stars per 1k downloads
9.49
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
25,007
Month daily avg
30,777
Momentum
-18.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More 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
18 days ago
Total releases
112
Releases/year
17.1
• 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
339
Monthly downloads
923,296
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
93
 
Issue Burden
38.2
per 1k stars
Discussions
161.9
per 1k stars
Fork Ratio
20.5%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 18.9K
Windows 355
macOS 244

Python Versions

3.13
60.9% 11.1K
3.11
16.1% 2.9K
3.12
8.3% 1.5K
3.9
8.0% 1.5K
3.14
6.7% 1.2K

Top Countries

1. US US
17.3K
2. IN IN
1.1K
3. SG SG
230
4. CN CN
191
5. CA CA
133
6. NL NL
120
7. ES ES
86
8. TW TW
82
9. DE DE
73
10. JP JP
73

Weekly Downloads

GitHub Stars *

Dependencies

2
118 optional dependencies
  • black>=26.5.1[testing]
    extra == "testing"
  • clearml>=1.10.0rc0[all]
    extra == "all"
  • clearml>=1.10.0rc0[clearml]
    extra == "clearml"
  • coverage>=5.5[testing]
    extra == "testing"
  • cucim-cu12[all]
    (platform_system == "Linux" and python_version <= "3.10") and extra == "all"
  • cucim-cu12[cucim]
    (platform_system == "Linux" and python_version <= "3.10") and extra == "cucim"
  • cucim-cu13[all]
    (platform_system == "Linux" and python_version >= "3.11") and extra == "all"
  • cucim-cu13[cucim]
    (platform_system == "Linux" and python_version >= "3.11") and extra == "cucim"
  • cupy-cuda13x!=14.1.0[cupy]
    extra == "cupy"
  • cupy-cuda13x!=14.1.0[nvimgcodec]
    platform_system == "Linux" and extra == "nvimgcodec"
  • einops[hyena]
    extra == "hyena"
  • einops[all]
    extra == "all"
  • einops[einops]
    extra == "einops"
  • filelock<3.12.0[all]
    extra == "all"
  • filelock<3.12.0[nni]
    extra == "nni"
  • fire[all]
    extra == "all"
  • fire[fire]
    extra == "fire"
  • gdown>=4.7.3[all]
    extra == "all"
  • gdown>=4.7.3[gdown]
    extra == "gdown"
  • h5py[all]
    extra == "all"
  • h5py[h5py]
    extra == "h5py"
  • huggingface-hub[all]
    extra == "all"
  • huggingface-hub[huggingface-hub]
    extra == "huggingface-hub"
  • imagecodecs[all]
    (platform_system == "Linux" or platform_system == "Darwin") and extra == "all"
  • imagecodecs[imagecodecs]
    (platform_system == "Linux" or platform_system == "Darwin") and extra == "imagecodecs"
  • isort>9.0.0[testing]
    extra == "testing"
  • itk>=5.2[itk]
    extra == "itk"
  • itk>=5.2[all]
    extra == "all"
  • jsonschema[all]
    extra == "all"
  • jsonschema[jsonschema]
    extra == "jsonschema"
  • lmdb[all]
    extra == "all"
  • lmdb[lmdb]
    extra == "lmdb"
  • lpips==0.1.4[all]
    extra == "all"
  • lpips==0.1.4[lpips]
    extra == "lpips"
  • matplotlib>=3.6.3[all]
    extra == "all"
  • matplotlib>=3.6.3[matplotlib]
    extra == "matplotlib"
  • mccabe[testing]
    extra == "testing"
  • mlflow>=3.15.2[mlflow]
    extra == "mlflow"
  • mlflow>=3.15.2[all]
    extra == "all"
  • nibabel[all]
    extra == "all"
  • nibabel[nibabel]
    extra == "nibabel"
  • ninja[all]
    extra == "all"
  • nni[nni]
    (platform_system == "Linux" and "arm" not in platform_machine and "aarch" not in platform_machine) and extra == "nni"
  • nni[all]
    (platform_system == "Linux" and "arm" not in platform_machine and "aarch" not in platform_machine) and extra == "all"
  • nvidia-ml-py[pynvml]
    extra == "pynvml"
  • nvidia-ml-py[all]
    extra == "all"
  • nvidia-nvimgcodec-cu13>=0.8.0[nvimgcodec]
    platform_system == "Linux" and extra == "nvimgcodec"
  • nvsubquadratic>=0.1.1[hyena]
    extra == "hyena"
  • omegaconf[hyena]
    extra == "hyena"
  • onnx>=1.13.0[onnx]
    extra == "onnx"
  • onnx>=1.13.0[all]
    extra == "all"
  • onnx-graphsurgeon[onnx]
    extra == "onnx"
  • onnx-graphsurgeon[all]
    extra == "all"
  • onnxruntime[onnx]
    python_version <= "3.10" and extra == "onnx"
  • onnxruntime[all]
    python_version <= "3.10" and extra == "all"
  • onnxscript[all]
    extra == "all"
  • onnxscript[onnx]
    extra == "onnx"
  • openslide-bin[all]
    extra == "all"
  • openslide-bin[openslide]
    extra == "openslide"
  • openslide-python[all]
    extra == "all"
  • openslide-python[openslide]
    extra == "openslide"
  • optuna[optuna]
    extra == "optuna"
  • optuna[all]
    extra == "all"
  • packaging[testing]
    extra == "testing"
  • pandas[pandas]
    extra == "pandas"
  • pandas[all]
    extra == "all"
  • parameterized[testing]
    extra == "testing"
  • pep8-naming[testing]
    extra == "testing"
  • pillow!=8.3.0[pillow]
    extra == "pillow"
  • pillow!=8.3.0[all]
    extra == "all"
  • polygraphy[polygraphy]
    extra == "polygraphy"
  • polygraphy[all]
    extra == "all"
  • pre-commit[testing]
    extra == "testing"
  • psutil[psutil]
    extra == "psutil"
  • psutil[all]
    extra == "all"
  • pyamg<5.3.0,>=5.0.0[pyamg]
    extra == "pyamg"
  • pyamg<5.3.0,>=5.0.0[all]
    extra == "all"
  • pybind11[pybind11]
    extra == "pybind11"
  • pybind11[all]
    extra == "all"
  • pycodestyle[testing]
    extra == "testing"
  • pydicom[nvimgcodec]
    extra == "nvimgcodec"
  • pydicom[pydicom]
    extra == "pydicom"
  • pydicom[all]
    extra == "all"
  • pyflakes[testing]
    extra == "testing"
  • pynrrd[all]
    extra == "all"
  • pynrrd[pynrrd]
    extra == "pynrrd"
  • pyrefly>=1.0.0[testing]
    extra == "testing"
  • pytorch-ignite[all]
    extra == "all"
  • pytorch-ignite[ignite]
    extra == "ignite"
  • pyyaml[pyyaml]
    extra == "pyyaml"
  • pyyaml[all]
    extra == "all"
  • requests[requests]
    extra == "requests"
  • requests[all]
    extra == "all"
  • ruff>=0.16.5[testing]
    extra == "testing"
  • scikit-image>=0.19.0[skimage]
    extra == "skimage"
  • scikit-image>=0.19.0[all]
    extra == "all"
  • scipy>=1.12.0[scipy]
    extra == "scipy"
  • scipy>=1.12.0[all]
    extra == "all"
  • tensorboard>=2.12.0[tensorboard]
    extra == "tensorboard"
  • tensorboard>=2.12.0[all]
    extra == "all"
  • tensorboardx[tensorboardx]
    extra == "tensorboardx"
  • tensorboardx[all]
    extra == "all"
  • tifffile[tifffile]
    (platform_system == "Linux" or platform_system == "Darwin") and extra == "tifffile"
  • tifffile[all]
    (platform_system == "Linux" or platform_system == "Darwin") and extra == "all"
  • tomli[testing]
    extra == "testing"
  • torchio[all]
    extra == "all"
  • torchio[torchio]
    extra == "torchio"
  • torchvision[all]
    extra == "all"
  • torchvision[torchvision]
    extra == "torchvision"
  • tqdm>=4.47.0[all]
    extra == "all"
  • tqdm>=4.47.0[tqdm]
    extra == "tqdm"
  • transformers>=5.5.0[all]
    extra == "all"
  • transformers>=5.5.0[transformers]
    extra == "transformers"
  • typeguard<3[nni]
    extra == "nni"
  • types-pyyaml[testing]
    extra == "testing"
  • types-setuptools[testing]
    extra == "testing"
  • zarr[all]
    extra == "all"
  • zarr[zarr]
    extra == "zarr"

Used By

125
View all 125 dependents

Repository details

Forks
1.6K
Issues
335
Last Commit
1 week ago
Contributors
339
Open PRs
174
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Sources and methodology