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
- joblib >=1.1.0
- matplotlib >=3.5.1
- numba >=0.55.0
- numpy <2.0,>=1.22.4
- numpy-indexed >=0.3.7
- ray >=2.5.1
- torch >=2.0.1
30 optional dependencies
-
black<24.0.0,>=22.0.0[dev]extra == "dev"
-
dask>=2022.2.1[stats]extra == "stats"
-
deeptime>=0.4.1[stats]extra == "stats"
-
flake8<6.0.0,>=4.0.0[dev]extra == "dev"
-
joblib<2.0,>=1.1.0[cuda11]extra == "cuda11"
-
joblib<2.0,>=1.1.0[cuda11-graph]extra == "cuda11-graph"
-
matplotlib<4.0,>=3.5.1[cuda11]extra == "cuda11"
-
matplotlib<4.0,>=3.5.1[cuda11-graph]extra == "cuda11-graph"
-
numba<0.61.0,>=0.55.0[cuda11-graph]extra == "cuda11-graph"
-
numba<0.61.0,>=0.55.0[cuda11]extra == "cuda11"
-
numpy<2.0,>=1.22.4[cuda11]extra == "cuda11"
-
numpy<2.0,>=1.22.4[cuda11-graph]extra == "cuda11-graph"
-
numpy-indexed<1.0,>=0.3.7[cuda11]extra == "cuda11"
-
numpy-indexed<1.0,>=0.3.7[cuda11-graph]extra == "cuda11-graph"
-
pytest<8.0.0,>=6.0.0[dev]extra == "dev"
-
pytorch-lightning<=2.0.9.post0[cuda11-graph]extra == "cuda11-graph"
-
pytorch-lightning<3.0,>=2.0.9.post0[graph]extra == "graph"
-
ray<3.0,>=2.5.1[cuda11]extra == "cuda11"
-
ray<3.0,>=2.5.1[cuda11-graph]extra == "cuda11-graph"
-
scikit-learn>=1.5.0[stats]extra == "stats"
-
scipy>=1.9.0[stats]extra == "stats"
-
tensorboard<3.0,>=2.13.0[graph]extra == "graph"
-
tensorboard<3.0,>=2.13.0[cuda11-graph]extra == "cuda11-graph"
-
torch<2.1.0,>=2.0.1[cuda11]extra == "cuda11"
-
torch<2.1.0,>=2.0.1[cuda11-graph]extra == "cuda11-graph"
-
torch-geometric<3.0,>=2.3.1[cuda11-graph]extra == "cuda11-graph"
-
torch-geometric<3.0,>=2.3.1[graph]extra == "graph"
-
torch-scatter<3.0,>=2.1.1[graph]extra == "graph"
-
tqdm<5.0,>=4.63.0[cuda11-graph]extra == "cuda11-graph"
-
tqdm<5.0,>=4.63.0[graph]extra == "graph"