FateWithShellmiaoComment/Fate/examples/pipeline/hetero_linear_regression/README.md

Hetero Linear 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-linr.py

2. Warm-start Task:

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

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

   script: pipeline-hetero-linr-validate.py

4. Cross Validation Task:

   script: pipeline-hetero-linr-cv.py

5. Multi-host Train & Predict Task:

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

6. Multi-host Cross Validation Task:

   script: pipeline-hetero-linr-multi-host-cv.py

7. Train Task with Sparse Data:

   script: pipeline-hetero-linr-sparse.py

8. Train Task with Weighted Instances:

   script: pipeline-hetero-linr-sample-weight.py

Users can run a pipeline job directly:

python ${pipeline_script}