Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
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
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
Downloads by OS
Python Versions
Top Countries
Weekly Downloads
GitHub Stars
Dependencies
37 optional dependencies
-
aiohttp>=3.9[docs-test]extra == "docs-test"
-
boto3>=1.28[docs-test]extra == "docs-test"
-
build[dev]extra == "dev"
-
coverage[dev]extra == "dev"
-
dask[dev]extra == "dev"
-
fakeredis>=2.0[dev]extra == "dev"
-
fakeredis>=2.0[docs-test]extra == "docs-test"
-
ipykernel[dev]extra == "dev"
-
ipywidgets<9,>=7.0[dev]extra == "dev"
-
jupyter-client[dev]extra == "dev"
-
jupyter-ui-poll[dev]extra == "dev"
-
matplotlib<4,>=3.5[dev]extra == "dev"
-
mkdocs>=1.5[docs]extra == "docs"
-
mkdocs-material>=9.5[docs]extra == "docs"
-
mkdocs-redirects>=1.2[docs]extra == "docs"
-
mkdocstrings>=0.24[docs]extra == "docs"
-
moto>=5.0[dev]extra == "dev"
-
nbclient[dev]extra == "dev"
-
nest-asyncio[dev]extra == "dev"
-
pandas[dev]extra == "dev"
-
polars<3,>=1.0[dev]extra == "dev"
-
pyarrow>=13.0[dev]extra == "dev"
-
pydantic<3,>=2[dev]extra == "dev"
-
pyinstrument<6,>=4.6[dev]extra == "dev"
-
pytest>=8.2[dev]extra == "dev"
-
pytest-asyncio>=0.23[dev]extra == "dev"
-
pytest-rerunfailures[dev]extra == "dev"
-
pytest-timeout[dev]extra == "dev"
-
pytest-xdist[dev]extra == "dev"
-
redis<6,>=4.0[dev]extra == "dev"
-
redis<6,>=4.0[docs-test]extra == "docs-test"
-
ruff[docs]extra == "docs"
-
s3fs>=2024.1[dev]extra == "dev"
-
scikit-learn[dev]extra == "dev"
-
scipy[dev]extra == "dev"
-
setuptools[dev]extra == "dev"
-
traitlets[dev]extra == "dev"