API Reference

This section documents the public API of CONFETTI. It covers the core explainer, data structures, error classes, CAM attribution utilities, visualization helpers, and dataset utilities.

• CONFETTI Explainer
  • CONFETTI
• Counterfactual Data Structures
  • Counterfactual
  • CounterfactualResults
  • CounterfactualSet
• Errors
  • CONFETTIConfigurationError
  • CONFETTIDataTypeError
  • CONFETTIError
• Feature Attribution
  • cam()
  • visualize_cam()
• Genetic Algorithm (NSGA-III)
  • BinaryRandomSampling
  • BitflipMutation
  • Crossover
  • Mutation
  • NSGA3
  • Problem
  • Result
  • Sampling
  • TwoPointCrossover
  • das_dennis()
  • minimize()
  • NSGA3
  • Result
  • minimize()
  • Problem
  • Crossover
  • Mutation
  • Sampling
  • BinaryRandomSampling
  • BitflipMutation
  • TwoPointCrossover
  • das_dennis()
• Distance Metrics
  • TimeSeriesKNN
  • cdist_ctw()
  • cdist_dtw()
  • cdist_gak()
  • cdist_manhattan()
  • cdist_soft_dtw()
  • ctw()
  • dtw()
  • gak()
  • get_cdist_function()
  • manhattan()
  • soft_dtw()
  • cdist_dtw()
  • dtw()
  • cdist_soft_dtw()
  • soft_dtw()
  • cdist_gak()
  • gak()
  • cdist_ctw()
  • ctw()
  • cdist_manhattan()
  • manhattan()
  • TimeSeriesKNN
  • get_cdist_function()
• Utilities
  • array_to_string()
  • convert_string_to_array()
  • load_multivariate_ts_from_csv()
  • save_multivariate_ts_as_csv()
• Visualization Utilities
  • plot_counterfactual()
  • plot_time_series()