Secretflow

Fixed

- PSI use psi_csv in psi comp.

Added

- GLM train and predict components

Changed

- SGB upgrade: use SGBFactory to replace SGB, update parameters and tutorials. SGB now supports more functionalities.
- Predict supports callbacks, call the callback function before/after prediction starts and after every step.

Fixed

- SLModel fix bug in handling data with databuilder
- The FLModel solves the problem of the production mode hanging due to a small batch size.

Added

- SLModel supports AggLayer
- SLModel（nn/deepfm）supports one party providing features and the other party providing labels.
- Component Specification and SecretFlow Component List v0.0.1.

Changed

- Bump spu to 0.4.1b0

Fixed

- Fix logic error when sl base model load from none

Added

- Split learning add application of deepfm for recommendation scenarios.
- Split learning add pytorch support.
- Add IO tutorials for federated learning.
- Reorg DP strategies
- SGB and XGB refactor. Add data checks. Improve qcut.
- Add the preview version of components.

Changed

- Bump spu to 0.3.3b2

Fixed

- TEEU function serialization.

Fixed

- Correct TEEU function serialization protocol and docs.