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Release Release v1.7.2 · FederatedAI/FATE · GitHub
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Release v1.7.2
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Major Features and Improvements
FederatedML
- New batch strategy in coordinated Hetero LR: support masked batch data and batch shuffle
- Model inference protection enhancement for Hetero SecureBoost with FED-EINI algorithm
- Hetero SecureBoost supports split feature importance on host side, disables gain feature importance
- Offline SBT Feature transform component
Bug-Fix
- Fixed Bug for HeteroPearson with changing default q_field value for spdz
- Fix Data Transform's schema label name setting problem when
with_labelis False - Add testing examples for new algorithm features, and delete deprecated params in algorithm examples.
FATE-ARCH
- Support the loading of custom password encryption modules through plug-ins
- Separate the base connection address of the data storage table from the data table information, and compatible with historical versions
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