Utils

This module provides several utility functions that are used throughout different submodules of this library. There are four utility submodules:

• toy_dataset_corr: provide functionalities for creating toy datasets;

• data_utils: functions for handling data;

• model_utils: functions for measuring the performance of a model over a test dataset.

• metric_utils: functions for calculating performance metrics of a model.

API

• Toy Dataset
  • create_dummy_dataset()
• Data Utils
  • err_float_01()
  • freedman_diaconis()
  • get_cat_cols()
  • ordinal_to_onehot()
• Model Utils
  • evaluate_set()
  • split_data()
  • train_model_fetch_results()
  • train_model_plot_results()
• Metric Utils
  • get_metrics()