Package Insights
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Weekly Downloads
GitHub Stars
Downloads by OS
Python Versions
Top Countries
Dependencies
- boto3 >=1.39.0
- botocore >=1.39.0
- click >=8.2.0
- joblib >=1.5.0
- matplotlib >=3.8.0
- networkx >=3.5.0
- numpy >=1.26.0
- packaging >=24.2.0
- pandas >=2.1.0
- pydantic >=2.11.0
- pyyaml >=6.0.0
- requests >=2.32.0
- sagemaker >=2.248.0
- scikit-learn >=1.3.0
- typing-extensions >=4.14.0
- xgboost >=2.0.0
28 optional dependencies
- black[dev]
- flake8[dev]
- huggingface-hub[nlp]
- isort[dev]
- lightning[pytorch]
- mypy[dev]
- myst-parser[docs]
- numpy[xgboost]
- numpy[processing]
- pandas[processing]
- pandas[xgboost]
- pre-commit[dev]
- pyarrow[processing]
- pytest[dev]
- pytest-cov[dev]
- pytest-mock[dev]
- pytorch-lightning[pytorch]
- scikit-learn[xgboost]
- scipy[processing]
- sm-dag-compiler[all]
- spacy[nlp]
- sphinx[docs]
- sphinx-rtd-theme[docs]
- tokenizers[nlp]
- torch[pytorch]
- torchmetrics[pytorch]
- transformers[nlp]
- xgboost[xgboost]