Added
- Runtime_config as input to utils.testing.cluster_def.
- SFXgboost optimization.
- Horizontal preprocessing
- StardardScaler
- KBinsDiscretizater
- Binning
- Vertical preprocessing: WOE binning and substitution.
- HEU supports int/fxp data type.
- HEU Object supports slice and sum.
- Differential privacy.
- API docstrings.
- Custom pytree node to ppu.
- English docs.
Changed
- Remove default reveal in aggreagtor and compartor.
- Bump dependencies
- jax to 0.3.7
- sf-heu to 0.0.5
- sf-ppu to 0.0.10.4
- FL model: up early stop from step to epoch.
- SecureAggregation uses powers of 2.
- Rename vdf partitions_dimensions to partition_columns.
- Use *args instead of args in aggregation for reducing ray task dependency.
Fixed
- FL model progress bug.
- train_test_split typo.