FateWithShellmiaoComment/Fate/examples/pipeline/hetero_sshe_lr

Hetero SSHE Logistic Regression Configuration Usage Guide.

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

Example Tasks

1. Train_task: script: pipeline-hetero-lr-normal.py

2. LR Compute Loss: script: pipeline-hetero-compute-loss.py

3. Cross Validation Task(with fold history data output of predict score): script: pipeline-hetero-lr-cv.py

4. One vs Rest(OVR) Task: script: pipeline-hetero-lr-ovr.py

5. LR with validation: script: pipeline-hetero-lr-with-validate.py

6. LR with Warm start task: script: pipeline-hetero-lr-warm-start.py

7. LR with Encrypted Reveal in Host task: script: pipeline-hetero-lr-encrypted-reveal-in-host.py

8. LR L1 penalty task: script: pipeline-hetero-lr-l1.py

9. OVR LR with Encrypted Reveal in Host task: script: pipeline-hetero-lr-ovr-encrypted-reveal-in-host.py

10. LR OVR None-penalty task: script: pipeline-hetero-lr-ovr-none-penalty.py

11. LR OVR L1 penalty task: script: pipeline-hetero-lr-ovr-l1.py

12. LR with Large Init Weight: script: pipeline-hetero-lr-large-init-w-compute-loss.py

13. LR without intercept: script: pipeline-hetero-lr-not-fit-intercept.py

14. LR Compute Loss without reveal: script: pipeline-hetero-lr-compute-loss-not-reveal.py

15. LR with Sample Weight: script: pipeline-hetero-lr-sample-weight.py

Users can run a pipeline job directly:

python ${pipeline_script}