def get_norms(tar: cudf.Series): ser_median = tar.dropna().quantile(0.5, interpolation="linear") gdf = tar.fillna(ser_median) gdf = np.log(gdf + 1) return gdf
def get_median(self, col: cudf.Series): col = col.dropna().reset_index(drop=True) return col.sort_values()[len(col)//2]