tumourkit.postprocessing.extract_tensorboard.to_long_format

tumourkit.postprocessing.extract_tensorboard.to_long_format(values: DataFrame) → DataFrame

Converts the initial dataframe into a more useful one that is in long format. New columns: arch, bn, dropout, layers, metric, value

Parameters:

values (pd.DataFrame) – The initial dataframe from extract_tensorboard.

Returns:

DataFrame in long format.

Return type:

pd.DataFrame