FateWithShellmiaoComment/Fate/examples/pipeline/hetero_logistic_regression

Hetero Logistic Regression Pipeline Example Usage Guide.

Example Tasks

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

1. Cross Validation Task:

   script: pipeline-hetero-lr-cv.py

2. Train with Early Stop Task :

   script: pipeline-hetero-lr-early-stop.py

3. Train with Feature-engineering Task :

   script: pipeline-hetero-lr-feature-engineering.py

4. Multi-host Task:

   script: pipeline-hetero-lr-multi-host.py

5. Train Task:

   script: pipeline-hetero-lr-normal.py

6. One-vs-rest Task:

   script: pipeline-hetero-lr-one-vs-all.py

7. One-vs-rest Cross-validation Task:

   script: pipeline-hetero-lr-ovr-cv.py

8. One-vs-rest SQN Task:

   script: pipeline-hetero-lr-ovr-sqn.py

9. Sparse Data Task:

   script: pipeline-hetero-lr-sparse.py

10. Cross-validation with Sparse Data Task:

    script: pipeline-hetero-lr-sparse-cv.py

11. Sqn with Sparse Data Task:

    script: pipeline-hetero-lr-sparse-sqn.py

12. SQN Task:

    script: pipeline-hetero-lr-sqn.py

13. Train with validate Task:

    script: pipeline-hetero-lr-validate.py

14. Warm start task:

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

Users can run a pipeline job directly:

python ${pipeline_script}