Contents:
Benchmark
Benchmark.evaluate_explanation()
Benchmark.evaluate_explanations()
Benchmark.evaluate_samples()
Benchmark.explain()
Benchmark.get_dataframe()
Benchmark.load_dataset()
Benchmark.score()
Benchmark.show_evaluation_table()
Benchmark.show_samples_evaluation_table()
Benchmark.show_table()
Benchmark.style_evaluation()
GradientExplainer
GradientExplainer.NAME
GradientExplainer.compute_feature_importance()
IntegratedGradientExplainer
IntegratedGradientExplainer.NAME
IntegratedGradientExplainer.compute_feature_importance()
SHAPExplainer
SHAPExplainer.NAME
SHAPExplainer.compute_feature_importance()
LIMEExplainer
LIMEExplainer.NAME
LIMEExplainer.compute_feature_importance()
To use ferret in a project:
import ferret