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Release 1.1

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@dylan-fan dylan-fan released this 31 Oct 12:44
v1.1
acbcb1c
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Learn about vigilant mode.

Major Features and Improvements

FederatedML

  • Provide a general algorithm framework for homogeneous federated learning, which supports Secure Aggregation
  • Add homogeneous Deep Neural Network
  • Add heterogeneous Linear Regression
  • Add heterogeneous Poisson Regression
  • Support multi-host in heterogeneous Logistic Regression
  • Support multi-host in heterogeneous Linear Regression
  • Support multi-host Intersection
  • Accelerated Intersection by usage of cache
  • Reconstruct heterogeneous Generalized Linear Models Framework
  • Support affine homomorphic encryption in heterogeneous SecureBoost
  • Support input data with missing value in heterogeneous SecureBoost
  • Support evaluation during training on both train and validate data
  • Add spark as computing engine

FATE-Flow

  • Upload and Download support CLI for querying job status
  • Support for canceling waiting job
  • Support for setting job timeout
  • Support for storing a job scheduling log in the job log folder
  • Add authentication control Beta version, including component, command, role
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