Secretflow

Added

- Add pytorch backend for fl model for classification
- Add FL Dp strategy

Changed

- Update document
- Shrink docker image size
- Bump dependencies
- sf-heu to 0.1.3.1

Changed

- Use secretflow-ray instead of ray.

Added

- Add steps_per_epoch parameter to callback function of SLBaseTFModel.

Changed

- Bump dependencies
- sf-heu to 0.1.2
- Remove example of mixlr as mixlr is in official code already.

Fixed

- Fix psi docs.

Added

- Pytorch backend and FL strategy.
- SS pvalue.
- Horizontal NN global DP with RDP accountant.
- HEU supports encrypt with audit log.

Changed

- HEU uses c++ numpy api.
- Update ant pypi address.
- Complete cluster model deployment doc.
- Use multiprocess.cpu_count instead of multiprocessing.cpu_count for compatibility with macOS.

Fixed

- Fix sl gnn test.

Fixed

- fix model handle_data parties_length by adding partition_shape to dataframe

Added

- SS VIF.
- FL strategy: FedProx.
- Split GNN.

Changed

- Remove duplicated shape_spu_to_np & dtype_spu_to_np in spu.py.