ktch.datasets.convert_coords_df_to_df_sklearn_transform

ktch.datasets.convert_coords_df_to_df_sklearn_transform(df_coords)

Convert a dataframe of coordinates to a dataframe of coordinates for sklearn transformers.

Parameters:

df_coords: pandas.DataFrame of index (specimen_id, coord_id), columns (axis (x, y (, z)))

The dataframe of coordinates.

Returns:

df_coords_new: pandas.DataFrame of index (specimen_id), columns (coord_id, axis)

The dataframe of coordinates compatible with input of scikit-learn transformers.