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Release v0.6.3

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@Ashton-Sidhu Ashton-Sidhu released this 16 Nov 05:04
· 260 commits to develop since this release

Release Notes

  • Pandas functions can now be directly applied onto the pyautoml objects if they have not been extended by pyautoml (i.e. describe, drop, etc.). This function will only be applied on the training dataset (or only dataset if only one is provided) and will return the result of the function without altering the state of the object.
  • You can now set both datasets to variables using the function to_df.
  • You can now standardize column names
    • Column names will all be lower case
    • Spaces will be replaced with underscores

Cleaning

  • Added function to remove columns with 1 unique value and all missing values
  • Added function to remove columns with all unique values (i.e. id columns)
  • Changed any remove function calls to drop to be more inline with Pandas