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| Dependency | Optional | Group |
|---|---|---|
| numpy | false | |
| nvidia-nccl-cu13 | false | |
| scipy | false | |
| cloudpickle | true | pyspark |
| Package | Optional | Group |
|---|---|---|
| causalml | false | |
| dask-xgboost | false | |
| neptune-xgboost | false | |
| snowflake-ml-python | false | |
| vaex-ml | false | |
| xgboost-cu13 | false | |
| xgboost-ray | false | |
| apache-beam | true | xgboost |
| ax-platform | true | unittest-minimal |
| cuml-cu13 | true | test |
| darts | true | notorch |
| dask-ml | true | complete |
| deepspeed | true | autotuning-ml |
| dtreeviz | true | xgboost |
| dvclive | true | xgb |
| explainerdashboard | true | test |
| flaml | true | automl |
| google-cloud-aiplatform | true | testing |
| google-vizier | true | benchmarks |
| optuna-integration | true | xgboost |
| pycaret | true | full |
| pyod | true | xgboost |
| pythresh | true | extra |
| shap | true | test |
| sigopt | true | dev |
| skforecast | true | test |
| vertexai | true | ray-testing |
| dask | true | dask |
| distributed | true | dask |
| graphviz | true | plotting |
| matplotlib | true | plotting |
| pandas | true | pandas |
| pyspark | true | pyspark |
| scikit-learn | true | scikit-learn |