README.md 642 B

Hetero Poisson Regression Pipeline Example Usage Guide.

Example Tasks

This section introduces the Pipeline scripts for different types of tasks.

  1. Train & Predict Task:

    script: pipeline-hetero-poisson.py

  2. Warm-start Task:

    script: pipeline-hetero-poisson-warm-start.py

  3. Validate Task (with early-stopping parameter specified):

    script: pipeline-hetero-poisson-validate.py

  4. Train Task with Sparse Data:

    script: pipeline-hetero-poisson-sparse.py

  5. Cross Validation Task:

    script: pipeline-hetero-poisson-cv.py

Users can run a pipeline job directly:

python ${pipeline_script}