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Release v1.6.1
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@dylan-fan dylan-fan released this 14 Sep 09:45
· 6016 commits to master since this release
v1.6.1
2c39286
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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

  • Support single party prediction
  • SIR support non-ascii id
  • Selection support local iv filter
  • Adjustable Paillier key length for Hetero LR
  • Binning support iv calculation on categorical features
  • Hetero LR one vs rest support evaluation during training

FATE-Flow:

  • Support mysql storage engine;
  • Added service registry interface;
  • Added service query interface;
  • Support fate on WeDataSphere mode
  • Add lock when writing model_local_cache
  • Register the model download urls to zookeeper

Bug-Fix:

  • Fix error for deploying module with lack of partial upstream modules in multi-input cases
  • Fix error for deploying module with multiple output, like data-statistics
  • Fix job id length no more than 25 limitation
  • Fix error when loss function of Hetero SecureBoost set to log-cosh
  • Fix setting predict label to string-type error when Hetero SecureBoost predicts
  • Fix error for HeteroLR without intercept
  • Fix quantile error of Data Statistics with specified columns
  • Fix string parsing error of OneHot with specified columns
  • Some parameters can now take 0 or 1 integer values when valid range is [0, 1]
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