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Releases: nusdbsystem/falcon

v1.0.0

19 Jul 09:28
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v1.0.0 Pre-release
Pre-release

This release supports the following machine learning training algorithms with DSL in the vertical federated learning setting.

  • Logistic regression.
  • Decision tree.
  • Random forest.
  • Gradient boosting decision tree.
  • Multi-layer perceptron.

It also supports calculating the explanations for a prediction request based on the LIME algorithm. In terms of deployment, it supports docker-based scheduling for both centralized and distributed modes.