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
- adjusttext
- anndata
- markov-clustering
- matplotlib
- networkx
- numba
- numpy
- pandas
- protdata
- pysankeybeta
- requests
- scanpy >=1.10
- scikit-learn
- scipy
- seaborn
- umap-learn
28 optional dependencies
-
alphapepttools[docs]extra == "docs"
-
alphapepttools[dev]extra == "dev"
-
black~=25.1[dev]extra == "dev"
-
build[build]extra == "build"
-
ccompass[ccompass]extra == "ccompass"
-
flake8~=7.0[dev]extra == "dev"
-
gseapy[docs]extra == "docs"
-
gseapy[dev]extra == "dev"
-
isort~=5.0[dev]extra == "dev"
-
jupyter[notebook]extra == "notebook"
-
jupytext[notebook]extra == "notebook"
-
jupytext[docs]extra == "docs"
-
matplotlib[notebook]extra == "notebook"
-
mpltern[docs]extra == "docs"
-
myst-nb[docs]extra == "docs"
-
myst-parser[docs]extra == "docs"
-
pre-commit~=4.0[dev]extra == "dev"
-
pylint~=3.0[dev]extra == "dev"
-
pytest~=8.0[dev]extra == "dev"
-
rdata[docs]extra == "docs"
-
rdata[proloc]extra == "proloc"
-
scanpydoc>=0.15.1[docs]extra == "docs"
-
sphinx[docs]extra == "docs"
-
sphinx-autodoc-typehints[docs]extra == "docs"
-
sphinx-book-theme[docs]extra == "docs"
-
tensorboard[ccompass]extra == "ccompass"
-
twine[build]extra == "build"
-
xlrd[dev]extra == "dev"