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Release 1.4.1
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@dylan-fan dylan-fan released this 23 Jun 03:00
· 10733 commits to master since this release
v1.4.1
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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

  • Reconstructed Evaluation Module improves efficiency by 60 times
  • Add PSI, confusion matrix, f1-score and quantile threshold support for Precision/Recall in Evaluation.
  • Add option to retain duplicated keys in Union.
  • Support filter feature based on mode
  • Manual filter allows manually set columns to retain
  • Auto recoginize whether a data set includes a label column in predict process
  • Bug-fix: Missing schema after merge in Union; Fail to align label of multi-class in homo_nn with PyTorch backend; Floating-point precision error and value error due to int-type input in Feature Scale

FATE-Flow

  • Allow the host to stop the job
  • Optimize the task queue
  • Automatically align the input table partitions of all participants when the job is running
  • Fate flow client large file upload optimization
  • Fixed some bugs with abnormal status
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