API Reference

• Engine Package
  • Session
    • Session.from_dict()
    • Session.from_openapi()
    • Session.set_metadata()
    • Session.client
    • Session.created_date
    • Session.id
    • Session.metadata
    • Session.modified_date
    • Session.name
    • Session.user
  • Trainee
    • Trainee.acquire_resources()
    • Trainee.add_feature()
    • Trainee.analyze()
    • Trainee.append_to_series_store()
    • Trainee.auto_analyze()
    • Trainee.copy()
    • Trainee.copy_subtrainee()
    • Trainee.delete()
    • Trainee.delete_session()
    • Trainee.edit_cases()
    • Trainee.evaluate()
    • Trainee.from_dict()
    • Trainee.from_openapi()
    • Trainee.get_auto_ablation_params()
    • Trainee.get_cases()
    • Trainee.get_contribution_matrix()
    • Trainee.get_distances()
    • Trainee.get_extreme_cases()
    • Trainee.get_feature_contributions()
    • Trainee.get_feature_conviction()
    • Trainee.get_feature_mda()
    • Trainee.get_feature_residuals()
    • Trainee.get_marginal_stats()
    • Trainee.get_mda_matrix()
    • Trainee.get_num_training_cases()
    • Trainee.get_pairwise_distances()
    • Trainee.get_params()
    • Trainee.get_prediction_stats()
    • Trainee.get_session_indices()
    • Trainee.get_session_training_indices()
    • Trainee.get_sessions()
    • Trainee.get_substitute_feature_values()
    • Trainee.impute()
    • Trainee.information()
    • Trainee.metrics()
    • Trainee.persist()
    • Trainee.predict()
    • Trainee.react()
    • Trainee.react_group()
    • Trainee.react_into_features()
    • Trainee.react_into_trainee()
    • Trainee.react_series()
    • Trainee.release_resources()
    • Trainee.remove_cases()
    • Trainee.remove_feature()
    • Trainee.remove_series_store()
    • Trainee.save()
    • Trainee.set_auto_ablation_params()
    • Trainee.set_auto_analyze_params()
    • Trainee.set_default_features()
    • Trainee.set_feature_attributes()
    • Trainee.set_metadata()
    • Trainee.set_params()
    • Trainee.set_random_seed()
    • Trainee.set_substitute_feature_values()
    • Trainee.train()
    • Trainee.unload()
    • Trainee.update()
    • Trainee.active_session
    • Trainee.calculated_matrices
    • Trainee.client
    • Trainee.default_action_features
    • Trainee.default_context_features
    • Trainee.features
    • Trainee.id
    • Trainee.metadata
    • Trainee.name
    • Trainee.needs_analyze
    • Trainee.persistence
    • Trainee.project
    • Trainee.project_id
    • Trainee.save_location
  • delete_trainee()
  • get_active_session()
  • get_client()
  • get_session()
  • get_trainee()
  • list_sessions()
  • list_trainees()
  • load_trainee()
  • use_client()

• Scikit Package
  • HowsoClassifier
    • HowsoClassifier.fit()
    • HowsoClassifier.load()
    • HowsoClassifier.partial_fit()
    • HowsoClassifier.predict_proba()
    • HowsoClassifier.set_fit_request()
  • HowsoEstimator
    • HowsoEstimator.analyze()
    • HowsoEstimator.delete()
    • HowsoEstimator.describe_prediction()
    • HowsoEstimator.feature_add()
    • HowsoEstimator.feature_remove()
    • HowsoEstimator.fit()
    • HowsoEstimator.get_case_conviction()
    • HowsoEstimator.get_feature_conviction()
    • HowsoEstimator.get_params()
    • HowsoEstimator.load()
    • HowsoEstimator.partial_fit()
    • HowsoEstimator.partial_unfit()
    • HowsoEstimator.predict()
    • HowsoEstimator.react_into_features()
    • HowsoEstimator.release_resources()
    • HowsoEstimator.save()
    • HowsoEstimator.score()
    • HowsoEstimator.set_fit_request()
    • HowsoEstimator.trainee_id
    • HowsoEstimator.trainee_name
  • HowsoRegressor
    • HowsoRegressor.set_fit_request()

• Utilities Package
  • StopExecution
  • FeatureType
  • LocaleOverride
    • LocaleOverride.restore()
    • LocaleOverride.setup()
  • ProgressTimer
    • ProgressTimer.reset()
    • ProgressTimer.start()
    • ProgressTimer.update()
    • ProgressTimer.is_complete
    • ProgressTimer.progress
    • ProgressTimer.tick_duration
    • ProgressTimer.time_remaining
  • Timer
    • Timer.end()
    • Timer.reset()
    • Timer.start()
    • Timer.duration
    • Timer.has_ended
    • Timer.has_started
    • Timer.seconds
  • UserFriendlyExit
  • align_data()
  • build_react_series_df()
  • check_feature_names()
  • date_format_is_iso()
  • date_to_epoch()
  • deserialize_cases()
  • determine_iso_format()
  • dprint()
  • epoch_to_date()
  • format_dataframe()
  • get_kwargs()
  • get_matrix_diff()
  • infer_feature_attributes()
  • is_valid_uuid()
  • matrix_processing()
  • num_list_dimensions()
  • replace_doublemax_with_infinity()
  • replace_nan_with_none()
  • replace_none_with_nan()
  • reshape_data()
  • seconds_to_time()
  • serialize_cases()
  • serialize_datetimes()
  • time_to_seconds()
  • trainee_from_df()
  • validate_case_indices()
  • validate_datetime_iso8061()
  • validate_features()
  • validate_list_shape()

• Data Structures
  • Cases
    • Cases
      • Cases.features
      • Cases.cases
  • FeatureAttributes
    • FeatureAttributes
      • FeatureAttributes.type
      • FeatureAttributes.auto_derive_on_train
      • FeatureAttributes.bounds
      • FeatureAttributes.cycle_length
      • FeatureAttributes.data_type
      • FeatureAttributes.date_time_format
      • FeatureAttributes.decimal_places
      • FeatureAttributes.dependent_features
      • FeatureAttributes.derived_feature_code
      • FeatureAttributes.dropna
      • FeatureAttributes.id_feature
      • FeatureAttributes.locale
      • FeatureAttributes.non_sensitive
      • FeatureAttributes.null_is_dependent
      • FeatureAttributes.observational_error
      • FeatureAttributes.original_type
      • FeatureAttributes.original_format
      • FeatureAttributes.post_process
      • FeatureAttributes.significant_digits
      • FeatureAttributes.subtype
      • FeatureAttributes.time_delta_format
      • FeatureAttributes.time_series
      • FeatureAttributes.unique
  • FeatureAutoDeriveOnTrain
    • FeatureAutoDeriveOnTrain
      • FeatureAutoDeriveOnTrain.derive_type
      • FeatureAutoDeriveOnTrain.code
      • FeatureAutoDeriveOnTrain.series_id_features
      • FeatureAutoDeriveOnTrain.ordered_by_features
  • FeatureAutoDeriveOnTrainCustom
    • FeatureAutoDeriveOnTrainCustom
      • FeatureAutoDeriveOnTrainCustom.derive_type
      • FeatureAutoDeriveOnTrainCustom.code
      • FeatureAutoDeriveOnTrainCustom.series_id_features
      • FeatureAutoDeriveOnTrainCustom.ordered_by_features
  • FeatureAutoDeriveOnTrainProgress
    • FeatureAutoDeriveOnTrainProgress
      • FeatureAutoDeriveOnTrainProgress.derive_type
      • FeatureAutoDeriveOnTrainProgress.series_id_features
  • FeatureBounds
    • FeatureBounds
      • FeatureBounds.min
      • FeatureBounds.max
      • FeatureBounds.allowed
      • FeatureBounds.allow_null
  • FeatureOriginalType
    • FeatureOriginalType
      • FeatureOriginalType.data_type
      • FeatureOriginalType.length
      • FeatureOriginalType.encoding
      • FeatureOriginalType.format
      • FeatureOriginalType.size
      • FeatureOriginalType.unsigned
      • FeatureOriginalType.timezone
      • FeatureOriginalType.unit
  • FeatureTimeSeries
    • FeatureTimeSeries
      • FeatureTimeSeries.type
      • FeatureTimeSeries.order
      • FeatureTimeSeries.derived_orders
      • FeatureTimeSeries.delta_min
      • FeatureTimeSeries.delta_max
      • FeatureTimeSeries.lags
      • FeatureTimeSeries.num_lags
      • FeatureTimeSeries.rate_min
      • FeatureTimeSeries.rate_max
      • FeatureTimeSeries.series_has_terminators
      • FeatureTimeSeries.stop_on_terminator
      • FeatureTimeSeries.time_feature

• Typing
  • CaseIndices
  • GenerateNewCases
  • Library
  • Mode
  • NewCaseThreshold
  • NormalizeMethod
  • PathLike
  • Persistence
  • Precision
  • SeriesIDTracking
  • TabularData2D
  • TabularData3D
  • TargetedModel