Package Insights
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Weekly Downloads
GitHub Stars
Downloads by OS
Python Versions
Top Countries
Dependencies
- boto3 >=1.34
- cloudpickle >=3.1
- fastapi >=0.115
- lightgbm >=4.0
- numba >=0.61
- numerai-tools >=0.5.3
- numerapi >=2.19
- numpy >=2.0
- pandas >=2.2
- pyarrow >=15.0
- pydantic >=2.8
- pyyaml >=6.0
- scikit-learn >=1.8
- scipy >=1.12
- uvicorn >=0.30
41 optional dependencies
- catboost[dev]
- catboost[training]
- deptry[dev]
- httpx[dev]
- imodels[dev]
- imodels[training]
- import-linter[dev]
- interpret[dev]
- interpret[training]
- lightgbm[training]
- lightgbm[dev]
- mlflow[mlops]
- ngboost[dev]
- ngboost[training]
- numerai-tools[training]
- numerai-tools[dev]
- optuna[training]
- optuna[dev]
- pandas-stubs[dev]
- pip-audit[dev]
- pre-commit[dev]
- pyarrow[training]
- pyarrow[dev]
- pytest[dev]
- pytest-cov[dev]
- pytorch-tabnet[dev]
- pytorch-tabnet[training]
- quantile-forest[training]
- quantile-forest[dev]
- ruff[dev]
- scikit-learn[dev]
- scikit-learn[training]
- scipy[dev]
- scipy[training]
- tabpfn[dev]
- tabpfn[training]
- torch[dev]
- torch[training]
- ty[dev]
- xgboost[dev]
- xgboost[training]