Secretflow

Added

- Add DataProxy binary writer.
- Add PSI v2 APIs.
- Add sl_deepfm_torch, sl_dnn_tf and sl_dnn_torch applications.
- Support sgb conversion into a single model.
- Support debug mode in tuner.
- Docs: Update installation and deployment docs.
- Docs: Add fl gpu docs.
- Docs: Add debug mode docs.

Changed

- Component: onehot_encode component limits size of col_rules.
- Component: sgb_predict component rm batch_size param.

Fixed

- Fix pytorch_audio_classification example and tutorial.
- Fix bin substitution for incomplete rule.
- Fix sgb_predict component when all features come from a party.

Added

- Make barrier_on_shutdown optional.
- Support SGB label holder without features.
- Support SL Model training on file data with mutiple labels.
- Add SL ResNet and VGG application.
- Secretflow ic: Add package interconnection protobuf files.
- Component: Add feature calculate component to generate new features by performing calculations on original features.
- Component: Support SGB prediction on big dataset.

Changed

- SGB optimize memory usage in prediction.
- Component: Bump groupby statistics version.
- Component: Improve translation.

Fixed

- Component: Fix woe io and fillna.

Added

- Add IO component including read, write and identity.
- Change groupby component to by-query style.

Added

- Add secretflow tuner for automl and autoattack.
- Add IO component including read, write and identity.
- Change groupby component to by-query style.

Added

- Support file data input in SLModel.
- Expose copts in SPU devices.
- Component: Add benchmarks.
- Add federated callback framework.
- Add new agg method -- concat,sum.
- Add ic_mode.

Changed

- Component: add upper_bound for max_group_size in groupby_statistics.
- Component: modify test_size and train_size restrictions in train_test_split.
- Clear legacy history class in FL.

Fixed

- Kuscia adapter: check datasource only when author matches.

Added

- Component: Support eq_range binning.
- Component: Support TLS in nsjail.
- Component: Add test framework.
- Component: Adapt to DataProxy.

Changed

- Component: Select features in binning.
- Component: biclassification_eval return nan values if min_item_cnt_per_bucket doesn't match.

Fixed

- Enhance sgb.
- Component: Fix groupby_statistics