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@erdogant erdogant released this 20 Oct 09:55
· 14 commits to master since this release
0.10.0
f89d8eb

The impute functionality has been extended with the MICE method thanks to @Ananyapam7 (issue #81).
In addition, I also added functionality to impute missing categorical values.

Key features include:

  • Supports K-NN imputation for numeric columns.
  • Supports MICE imputation for numeric columns.
  • Numeric columns are auto-identified and converted for imputation where necessary.
  • Includes options to specify the imputation estimator, number of iterations (max_iter), and verbosity level for logging.
  • String/categorical columns are imputed.

Created a new file impute.py for imputation related functions.
See examples and more information in the documentation pages.

Contributors

Ananyapam7
Assets 2
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