modnet.featurizers.utils module¶
- modnet.featurizers.utils.clean_df(df, drop_allnan=True)¶
Cleans dataframe by dropping missing values, replacing NaN’s and infinities and selecting only columns containing numerical data.
- Parameters:
df (pd.DataFrame) – the dataframe to clean.
drop_allnan (bool) – if True, clean_df will remove features that are fully NaNs.
- Returns:
the cleaned dataframe.
- Return type: