Secretflow

Changed

- Bump rayfed to 0.1.0a9.

Fixed

- SS GLM distribution type err.

Added

- GLM.

Changed

- bump rayfed to 0.1.0a8.

Fixed

- SSXgb for user_specified_num_returns=1.
- SLModel sets steps_per_epoch for worker.
- set num_cpu and resources only when start ray with local mode.

Added

- Multi controller based on rayfed.

Changed

- Rewrite data builder.
- Bump to yacl.
- utils.testing.cluster_def supports NPC.

Fixed

- FLModel save path.
- SSXgb col sub error.
- HomeXgb callback.
- Compress mask.
- spu.__call__ fails when SPUCompilerNumReturnsPolicy is FROM_USER and user_specified_num_returns is 1.

Changed

- OneHotEncoder remove PYUObject property.

Fixed

- Add sl_model metrics wrap to fix format error.

Added

- Add Finetune and FedEval to SFXgboost
- Add SLModel support multi parties(>=2)

Changed

- FLModel supports most metrics of regression and classification

Fixed

- SLModel can be initialized without model.
- PSI doc typos.
- Fix the logic error bug of savemodel and loadmodel path in SLModel and FLModel

Added

- Add scorecard.
- Add replace/mode function to DataFrame.
- Add round function to VDataFrame.
- Add psi_join_csv and psi_join_df.
- Add preprocessing.LogroundTransformer.
- Add args to preprocessing.OneHotEncoder.

Changed

- Bump dependencies
- secretflow-ray to 2.0.0.dev2
- Update psi_df doc.
- Optimize sl_model by tf_funciton.
- Add curve parameter for ecdh psi.
- Protect biclassification, psi and pva with pyu object.
- Modify XgbModel predict api.

Fixed

- Raise exception if spu_fe.compile fails.
- Fix quantile security vulnerability.
- Fix woe bin bugs.
- Fix psi_join recv timeout.