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
- cftime >=1.6
- huggingface-hub >=0.20
- matplotlib >=3.7
- netcdf4 >=1.6
- nflows >=0.14
- numpy >=1.24
- pandas >=2.0
- properscoring >=0.1
- scikit-learn >=1.4
- scipy >=1.10
- shap >=0.44
- torch >=2.0
- tqdm >=4.60
- wandb >=0.17
- xarray >=2023.0
24 optional dependencies
-
ipykernel>=6.29[dev]extra == "dev"
-
mypy>=1.8[dev]extra == "dev"
-
nbformat>=5.10[dev]extra == "dev"
-
nvidia-cublas-cu12[gpu]extra == "gpu"
-
nvidia-cuda-cupti-cu12[gpu]extra == "gpu"
-
nvidia-cuda-nvrtc-cu12[gpu]extra == "gpu"
-
nvidia-cuda-runtime-cu12[gpu]extra == "gpu"
-
nvidia-cudnn-cu12[gpu]extra == "gpu"
-
nvidia-cufft-cu12[gpu]extra == "gpu"
-
nvidia-curand-cu12[gpu]extra == "gpu"
-
nvidia-cusolver-cu12[gpu]extra == "gpu"
-
nvidia-cusparse-cu12[gpu]extra == "gpu"
-
nvidia-nccl-cu12[gpu]extra == "gpu"
-
nvidia-nvjitlink-cu12[gpu]extra == "gpu"
-
nvidia-nvtx-cu12[gpu]extra == "gpu"
-
optuna>=3.6[dev]extra == "dev"
-
pre-commit>=3.7[dev]extra == "dev"
-
pytest>=8.0[dev]extra == "dev"
-
pytest-cov>=5.0[dev]extra == "dev"
-
ruff>=0.4[dev]extra == "dev"
-
sphinx>=8.0[docs]extra == "docs"
-
sphinx-autobuild>=2024.0[docs]extra == "docs"
-
sphinx-rtd-theme>=3.0[docs]extra == "docs"
-
tensorboard>=2.16[dev]extra == "dev"