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Release v1.4.2

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@mgqa34 mgqa34 released this 27 Jul 06:38
v1.4.2
d7aafe6
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Major Features and Improvements

FederatedML

  • Optimize performance of Pearson which increases efficiency by more than twice.
  • Optimize Min-test module: Add secure-boost as optional test task. Set partyid and work_mode as input parameters. Use pre-import data set as input so that improved test process.
  • Support tok_k iv filter in feature selection module.
  • Support filling missing value for tag:value format data in DataIO.
  • Fix bug of lacking one layer of depth of tree in HeteroSecureBoost and support automatically alignment header of input data in predict process
  • Standardize the naming of example data set and add a data pre-import script.

FATE-Flow

  • Distinguish between user stop job and system stop job;
  • Optimized some logs;
  • Optimize zookeeper configuration
  • The model supports persistent storage to mysql
  • Push the model to the online service to support the specified storage address (local file and FATEFlowServer interface)
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