alibi.explainers.anchors package

Submodules

• alibi.explainers.anchors.anchor_base module
  • AnchorBaseBeam
    • AnchorBaseBeam.__init__()
    • AnchorBaseBeam.anchor_beam()
    • AnchorBaseBeam.compute_beta()
    • AnchorBaseBeam.dlow_bernoulli()
    • AnchorBaseBeam.draw_samples()
    • AnchorBaseBeam.dup_bernoulli()
    • AnchorBaseBeam.get_anchor_metadata()
    • AnchorBaseBeam.get_init_stats()
    • AnchorBaseBeam.kllucb()
    • AnchorBaseBeam.propose_anchors()
    • AnchorBaseBeam.select_critical_arms()
    • AnchorBaseBeam.to_sample()
    • AnchorBaseBeam.update_state()
• alibi.explainers.anchors.anchor_explanation module
  • AnchorExplanation
    • AnchorExplanation.__init__()
    • AnchorExplanation.coverage()
    • AnchorExplanation.examples()
    • AnchorExplanation.features()
    • AnchorExplanation.names()
    • AnchorExplanation.precision()
• alibi.explainers.anchors.anchor_image module
  • AnchorImage
    • AnchorImage.__init__()
    • AnchorImage.explain()
    • AnchorImage.generate_superpixels()
    • AnchorImage.overlay_mask()
    • AnchorImage.reset_predictor()
  • AnchorImageSampler
    • AnchorImageSampler.__call__()
    • AnchorImageSampler.__init__()
    • AnchorImageSampler.compare_labels()
    • AnchorImageSampler.generate_superpixels()
    • AnchorImageSampler.perturbation()
  • scale_image()
• alibi.explainers.anchors.anchor_tabular module
  • AnchorTabular
    • AnchorTabular.__init__()
    • AnchorTabular.add_names_to_exp()
    • AnchorTabular.explain()
    • AnchorTabular.fit()
    • AnchorTabular.instance_label
    • AnchorTabular.meta
    • AnchorTabular.predictor
    • AnchorTabular.reset_predictor()
    • AnchorTabular.samplers
  • TabularSampler
    • TabularSampler.__call__()
    • TabularSampler.__init__()
    • TabularSampler.build_lookups()
    • TabularSampler.compare_labels()
    • TabularSampler.deferred_init()
    • TabularSampler.get_features_index()
    • TabularSampler.handle_unk_features()
    • TabularSampler.instance_label
    • TabularSampler.perturbation()
    • TabularSampler.replace_features()
    • TabularSampler.set_instance_label()
    • TabularSampler.set_n_covered()
• alibi.explainers.anchors.anchor_tabular_distributed module
  • DistributedAnchorBaseBeam
    • DistributedAnchorBaseBeam.draw_samples()
  • DistributedAnchorTabular
    • DistributedAnchorTabular.explain()
    • DistributedAnchorTabular.fit()
    • DistributedAnchorTabular.reset_predictor()
  • RemoteSampler
    • RemoteSampler.__call__()
    • RemoteSampler.build_lookups()
    • RemoteSampler.set_instance_label()
    • RemoteSampler.set_n_covered()
• alibi.explainers.anchors.anchor_text module
  • AnchorText
    • AnchorText.CLASS_SAMPLER
    • AnchorText.DEFAULTS
    • AnchorText.SAMPLING_LANGUAGE_MODEL
    • AnchorText.SAMPLING_SIMILARITY
    • AnchorText.SAMPLING_UNKNOWN
    • AnchorText.__init__()
    • AnchorText.compare_labels()
    • AnchorText.explain()
    • AnchorText.meta
    • AnchorText.model
    • AnchorText.perturbation
    • AnchorText.reset_predictor()
    • AnchorText.sampler()
  • DEFAULT_SAMPLING_LANGUAGE_MODEL
  • DEFAULT_SAMPLING_SIMILARITY
  • DEFAULT_SAMPLING_UNKNOWN
• alibi.explainers.anchors.language_model_text_sampler module
  • LanguageModelSampler
    • LanguageModelSampler.FILLING_AUTOREGRESSIVE
    • LanguageModelSampler.FILLING_PARALLEL
    • LanguageModelSampler.__call__()
    • LanguageModelSampler.__init__()
    • LanguageModelSampler.create_mask()
    • LanguageModelSampler.fill_mask()
    • LanguageModelSampler.get_sample_ids()
    • LanguageModelSampler.perturb_sentence()
    • LanguageModelSampler.seed()
    • LanguageModelSampler.set_data_type()
    • LanguageModelSampler.set_text()
• alibi.explainers.anchors.text_samplers module
  • AnchorTextSampler
    • AnchorTextSampler.set_text()
  • Neighbors
    • Neighbors.__init__()
    • Neighbors.neighbors()
  • SimilaritySampler
    • SimilaritySampler.__call__()
    • SimilaritySampler.__init__()
    • SimilaritySampler.find_similar_words()
    • SimilaritySampler.perturb_sentence_similarity()
    • SimilaritySampler.set_data_type()
    • SimilaritySampler.set_text()
  • UnknownSampler
    • UnknownSampler.UNK
    • UnknownSampler.__call__()
    • UnknownSampler.__init__()
    • UnknownSampler.set_data_type()
    • UnknownSampler.set_text()
  • load_spacy_lexeme_prob()