preprocess

The preprocessing module includes functions that perform data preprocessing and prepare the data for modeling.

The list of functions included in this module is as follows:

• preprocess_data
  • preprocess.preprocess_data()
• impute
  • preprocess.impute()
• spatial_scale_transform
  • preprocess.spatial_scale_transform()
• temporal_scale_transform
  • preprocess.temporal_scale_transform()
• target_modification
  • preprocess.target_modification()
• make_neighbouring_data
  • preprocess.make_neighbouring_data()
• make_historical_data
  • preprocess.make_historical_data()
• plot_data
  • plot_data()
• temporal_test
  • temporal_test()