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Release v1.7.1
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@dylan-fan dylan-fan released this 12 Jan 14:07
· 3981 commits to master since this release
v1.7.1
dcdec05
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Learn about vigilant mode.

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

  • Iterative Affine is disabled
  • Speed up Hetero Feature Selection, 100x+ faster when feature dimension is high
  • Speed up OneHot, 60x+ faster when feature dimension is high
  • Data Statistics supports missing value, with improved efficiency
  • Fix bug of quantile binning: may lose data when partitions hold too many instances
  • Fix reconstruction reuse problem of SPDZ
  • Fix Host's ineffective decay rate of Homo Logistic Regression
  • Improved strategy for handling missing values when converting Homo SecureBoost using homo model convertor
  • Improved presentation of Evaluation's confusing matrix

FATE-Client

  • Add Source Provider attribute to Pipeline components

Eggroll

  • Support Eggroll v2.4.2, fixed Log4j security bug
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