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Release v1.7.2
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@mgqa34 mgqa34 released this 01 Mar 10:02
· 3863 commits to master since this release
v1.7.2
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By downloading, installing or using the software, you accept and agree to be bound by all of the terms and conditions of the LICENSE and DISCLAIMER.

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_label is 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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