Index

A

AbstractExplainer (class in raitap.transparency) (class in raitap.transparency.explainers.base_explainer)

AlibiExplainer (class in raitap.transparency) AttributionOnlyExplainer (class in raitap.transparency) (class in raitap.transparency.explainers.base_explainer)

B

BaseMetricComputer (class in raitap.metrics)

BaseTracker (class in raitap.tracking)

C

CaptumExplainer (class in raitap.transparency) CaptumImageVisualiser (class in raitap.transparency) CaptumTextVisualiser (class in raitap.transparency) CaptumTimeSeriesVisualiser (class in raitap.transparency) ClassificationMetrics (class in raitap.metrics) compute_attributions() (raitap.transparency.AttributionOnlyExplainer method) (raitap.transparency.CaptumExplainer method) (raitap.transparency.explainers.base_explainer.AttributionOnlyExplainer method) (raitap.transparency.ShapExplainer method)

ConfiguredVisualiser (class in raitap.transparency) create_figures() (raitap.metrics.MetricsVisualizer static method) create_metric() (in module raitap.metrics)

D

Data (class in raitap.data)

describe() (raitap.data.Data method) DetectionMetrics (class in raitap.metrics)

E

evaluate() (in module raitap.metrics) explain() (raitap.transparency.AlibiExplainer method) (raitap.transparency.AttributionOnlyExplainer method) (raitap.transparency.explainers.base_explainer.AttributionOnlyExplainer method) (raitap.transparency.explainers.full_explainer.FullExplainer method) (raitap.transparency.FullExplainer method)

explainer_output_kind() (in module raitap.transparency.contracts) ExplainerAdapter (class in raitap.transparency) ExplainerBackendIncompatibilityError ExplanationPayloadKind (class in raitap.transparency) ExplanationResult (class in raitap.transparency)

F

FullExplainer (class in raitap.transparency) (class in raitap.transparency.explainers.full_explainer)

L

load_numpy_from_source() (in module raitap.data) load_tensor_from_source() (in module raitap.data) log() (raitap.data.Data method) (raitap.metrics.MetricsEvaluation method) (raitap.models.Model method) (raitap.transparency.ExplanationResult method) (raitap.transparency.VisualisationResult method)

M

MetricResult (class in raitap.metrics) Metrics (class in raitap.metrics) metrics_prediction_pair() (in module raitap.metrics) metrics_run_enabled() (in module raitap.metrics) MetricsEvaluation (class in raitap.metrics) MetricsVisualizer (class in raitap.metrics) MLFlowTracker (class in raitap.tracking)

Model (class in raitap.models) module raitap.data raitap.metrics raitap.models raitap.tracking raitap.transparency

P

PayloadVisualiserIncompatibilityError

R

raitap.data module raitap.metrics module raitap.models module

raitap.tracking module raitap.transparency module resolve_metric_targets() (in module raitap.metrics)

S

scalar_metrics_for_tracking() (in module raitap.metrics) ShapBarVisualiser (class in raitap.transparency) ShapBeeswarmVisualiser (class in raitap.transparency)

ShapExplainer (class in raitap.transparency) ShapForceVisualiser (class in raitap.transparency) ShapImageVisualiser (class in raitap.transparency) ShapWaterfallVisualiser (class in raitap.transparency)

T

TabularBarChartVisualiser (class in raitap.transparency)

to_report_group() (raitap.metrics.MetricsEvaluation method) (raitap.transparency.ExplanationResult method)

V

VisualisationResult (class in raitap.transparency) visualise() (raitap.transparency.CaptumImageVisualiser method) (raitap.transparency.CaptumTextVisualiser method) (raitap.transparency.CaptumTimeSeriesVisualiser method) (raitap.transparency.ShapBarVisualiser method) (raitap.transparency.ShapBeeswarmVisualiser method) (raitap.transparency.ShapForceVisualiser method) (raitap.transparency.ShapImageVisualiser method) (raitap.transparency.ShapWaterfallVisualiser method) (raitap.transparency.TabularBarChartVisualiser method)

VisualiserIncompatibilityError