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Release v1.5.1
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@dylan-fan dylan-fan released this 10 Feb 09:13
· 6834 commits to master since this release
v1.5.1
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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

  • Add Feldman Verifiable Secret Sharing protocol (contributed)
  • Add Feldman Verifiable Sum Module (contributed)
  • Updated FATE-Client and FATE-Test for new FATE-Flow
  • Upgraded early stopping strategy: record best model for each metric

Fate-Flow

  • Optimize the model center, reconstruct publishing model, support deploy, load, bind, migrate operations, and add new interfaces such as model info
  • Improve identity authentication and resource authorization, support party identity verification, and participate in the authorization of roles and components
  • Optimize and fix resource manager, add task_cores job parameters to adapt to different computing engines

Eggroll

  • In one-way communication mode, add party identity authentication function, which needs to be used with FATE-Cloud

Deploy

  • Support 1.5.0 retain data upgrade to 1.5.1

Bug Fixes

  • Fix predict-cache in SecureBoost validation
  • Fix job clean CLI
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