Welcome to dcarte_transform’s documentation!

dcarte_transform is a Python library that adds extra functionality to the dcarte package. It includes functions for labelling, feature engineering, and manipulation of the data.

Check out the Usage section for further information, including how to Install the project.

Note

This project is under active development.

Documentation Links:

Main Documentation

• Documentation
  • Label
    • Labeller
      • Labeller.__init__()
      • Labeller.agitation_label_df()
      • Labeller.get_agitation_labels()
      • Labeller.get_labels()
      • Labeller.get_uti_labels()
      • Labeller.label_df()
      • Labeller.previous_agitation_label_df()
      • Labeller.previous_label_df()
      • Labeller.previous_uti_label_df()
      • Labeller.uti_label_df()
  • Model Selection
    • StratifiedEventKFold
      • StratifiedEventKFold.__init__()
      • StratifiedEventKFold.split()
    • StratifiedPIDKFold
      • StratifiedPIDKFold.__init__()
      • StratifiedPIDKFold.split()
    • train_test_event_split()
    • train_test_pid_split()
  • Recipe
    • create_feature_engineering_datasets()
    • create_tihm_and_minder_datasets()
  • Transform
    • between_time()
    • collapse_levels()
    • compute_delta()
    • datetime_compare_rolling()
    • datetime_rolling()
    • groupby_freq()
    • lowercase_colnames()
    • moving_average()
    • relative_func_delta()
  • Utils
    • TQDMProgressBarPandarallelGenerator
      • TQDMProgressBarPandarallelGenerator.__init__()
      • TQDMProgressBarPandarallelGenerator.get_bar()
    • pandarallel_progress()