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Change Log

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

[2.0.0] - 2020-05-05

Added

  • unsupervised learning model with Amazon SageMaker Random Cut Forest
  • data upsampling techniques like SMOTE for addressing imbalanced data
  • More interpretation of results
  • supervised learning model with XGBoost
  • Amazon API Gateway entrypoint

Removed

  • Supervised learning model with SageMaker linear learner

[1.0.0] - 2019-05-16

Added

  • initial checkin

Changed

Removed