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
50 optional dependencies
-
black[all]extra == "all"
-
black[dev]extra == "dev"
-
coverage[dev]extra == "dev"
-
coverage[all]extra == "all"
-
dscribe[all]extra == "all"
-
dscribe[ml]extra == "ml"
-
faiss-cpu[all]extra == "all"
-
faiss-cpu[faiss]extra == "faiss"
-
flake8>=3.8[dev]extra == "dev"
-
flake8>=3.8[all]extra == "all"
-
glfw[viz]extra == "viz"
-
glfw[all]extra == "all"
-
hdbscan>=0.8.0[all]extra == "all"
-
hdbscan>=0.8.0[ml]extra == "ml"
-
imageio>=2.10.0[viz]extra == "viz"
-
imageio>=2.10.0[all]extra == "all"
-
imgui[viz]extra == "viz"
-
imgui[all]extra == "all"
-
kneed>=0.7.0[all]extra == "all"
-
kneed>=0.7.0[ml]extra == "ml"
-
matplotlib>=3.4.0[viz]extra == "viz"
-
matplotlib>=3.4.0[all]extra == "all"
-
mypy[all]extra == "all"
-
mypy[dev]extra == "dev"
-
myst-parser[docs]extra == "docs"
-
myst-parser[all]extra == "all"
-
pillow[all]extra == "all"
-
pillow[viz]extra == "viz"
-
pyopengl[all]extra == "all"
-
pyopengl[viz]extra == "viz"
-
pyopengl-accelerate[viz]extra == "viz"
-
pyopengl-accelerate[all]extra == "all"
-
pytest>=6.0[dev]extra == "dev"
-
pytest>=6.0[all]extra == "all"
-
scikit-learn>=0.24.0[all]extra == "all"
-
scikit-learn>=0.24.0[ml]extra == "ml"
-
scipy>=1.7.0[all]extra == "all"
-
scipy>=1.7.0[analysis]extra == "analysis"
-
seaborn>=0.11.0[viz]extra == "viz"
-
seaborn>=0.11.0[all]extra == "all"
-
sphinx>=4.0[all]extra == "all"
-
sphinx>=4.0[docs]extra == "docs"
-
sphinx-autodoc-typehints[all]extra == "all"
-
sphinx-autodoc-typehints[docs]extra == "docs"
-
sphinx-rtd-theme>=0.5.0[all]extra == "all"
-
sphinx-rtd-theme>=0.5.0[docs]extra == "docs"
-
tox[all]extra == "all"
-
tox[dev]extra == "dev"
-
umap-learn>=0.5.0[all]extra == "all"
-
umap-learn>=0.5.0[ml]extra == "ml"