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What is New?ΒΆ

Compared to version 0.2.0, the followings are new:
  • Updated debug blocker code to use Cython
  • Added rule-based matcher and rule-based trigger
  • Updated new labeler with unit test cases
Compared to version 0.1.0, the followings are new:
  • Updated the down sampler command to let the user to set the random seed.
  • Updated documentation to profile dataframe using pandas-profiling package.
  • Added support for exploring pandas dataframe using pandastable and openrefine wrappers.
  • Updated the GUI code to use PyQt5.
  • Added experimental labeler with better GUI.
  • Updated auto feature generation module to validate inferred attribute types with the user.
  • Updated the select_matcher to show results for multiple metrics.
  • Added support for XGBoost classifier.
  • Fixed bugs based on the feedback from CS838 students and RIT.
  • Fixed documentation errors report by CS838 students.
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