Write for each function in rtichoke the same function for plumber api

[uriahf]

Write new logic for stratification with lists, not data frames.

Prob. Threshold / PPCR

[uriahf]

Naming Convention: besides create_summary_report() all the post endpoints will be called by the original function with the suffix "lift": plot_roc_curve() -> plot_roc_curve_list(). This convention indicates that the api returns a json array and not a plot, but the suffix indicates that the inputs are identical to the functions in the original rtichoke r package ("create"\"prepare" indicates probs and reals as input, "plot_" indicates performance data)

Discrimination:

ROC

• [ ] create_roc_curve()
• [ ] plot_roc_curve()

Lift

• [ ] create_lift_curve()
• [ ] plot_lift_curve()

Precision Recall

• [ ] create_precision_recall_curve()
• [ ] plot_precision_recall_curve()

Gains

• [ ] create_gains_curve()
• [ ] plot_gains_curve()

Calibration

• [ ] create_calibration_curve()

Utility

• [ ] create_decision_curve()
• [ ] plot_decision_curve()

Summary Report

• [ ] create_summary_report()

Performance Data

• [ ] prepare_performance_data()

[uriahf]

All the following inputs should be supported:

• [ ] 'by'
• [ ] 'col_values'
• [ ] 'size'
• [ ] 'min_p_threshold'
• [ ] 'max_p_threshold'
• [ ] 'output_file'