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  1. Oct 06, 2023
  2. Oct 04, 2023
    • Blaise Li's avatar
      Optional fillna in exclude_all_nan_cols. · 9b4e17e3
      Blaise Li authored
      The default behaviour has been changed to be of more general use.
      The previous default was to fill the NaNs not belonging to
      all NaN columns with 0, which was suitable for standardized usage
      biases (which are expected to be centered on 0), but we might prefer
      to keep NaNs if we want to later replace those values with something
      else when dealing with other usage metrics than biases. If a single
      filling value is desired, it can be set using argument fill_other_nas.
      
      Implementation detail: The fillna still happens, but with a default
      value of np.nan, which hopefully should be OK.
      9b4e17e3
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