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CHANGELOG.md

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CHANGELOG

v0.0.7

  • fast_knn: Add parameters that can be passed to scipy.spatial.KDTree (leafsize) and scipy.spatial.KDTree.query (eps, p, distance_upper_bound). Add example usage for fast_knn. (PR#38)
  • Support for Pandas DataFrame objects (#PR36)
  • Support for python3.7 (PR#34)
  • New time series imputation - Moving window imputation: impyute.moving_window (PR#28)
  • Renamed some files/functions (PR#23)
    • random_uniform -> randu
    • random_normal -> randn
    • impyute.deletions -> impyute.deletion
    • impyute.datasets -> impyute.dataset
    • impyute.imputations -> impyute.imputation
    • impyute.utils -> impyute.util
  • All imputations used to run on a pointer to the original array, changing the original. Changed behaviour run on a copy with the option of running on the original (inplace=True). Implementation of this is still buggy, because inplace=True only works if what's getting passed in truly is a pointer. (PR#22)