alibi package
Subpackages
- alibi.api package
- Submodules
- alibi.api.defaults module
DEFAULT_DATA_ALEDEFAULT_DATA_ANCHORDEFAULT_DATA_ANCHOR_IMGDEFAULT_DATA_CEMDEFAULT_DATA_CFDEFAULT_DATA_CFPDEFAULT_DATA_CFRLDEFAULT_DATA_INTGRADDEFAULT_DATA_KERNEL_SHAPDEFAULT_DATA_PDDEFAULT_DATA_PDVARIANCEDEFAULT_DATA_PERMUTATION_IMPORTANCEDEFAULT_DATA_PROTOSELECTDEFAULT_DATA_SIMDEFAULT_DATA_TREE_SHAPDEFAULT_META_ALEDEFAULT_META_ANCHORDEFAULT_META_CEMDEFAULT_META_CFDEFAULT_META_CFPDEFAULT_META_CFRLDEFAULT_META_INTGRADDEFAULT_META_KERNEL_SHAPDEFAULT_META_PDDEFAULT_META_PDVARIANCEDEFAULT_META_PERMUTATION_IMPORTANCEDEFAULT_META_PROTOSELECTDEFAULT_META_SIMDEFAULT_META_TREE_SHAPKERNEL_SHAP_PARAMSTREE_SHAP_PARAMS
- alibi.api.interfaces module
- alibi.api.defaults module
- Submodules
- alibi.confidence package
- alibi.datasets package
- alibi.explainers package
ALEAnchorImageAnchorTabularAnchorTextAnchorText.CLASS_SAMPLERAnchorText.DEFAULTSAnchorText.SAMPLING_LANGUAGE_MODELAnchorText.SAMPLING_SIMILARITYAnchorText.SAMPLING_UNKNOWNAnchorText.__init__()AnchorText.compare_labels()AnchorText.explain()AnchorText.modelAnchorText.perturbationAnchorText.reset_predictor()AnchorText.sampler()
CEMCounterfactualCounterfactualProtoCounterfactualRLCounterfactualRLTabularDistributedAnchorTabularGradientSimilarityIntegratedGradientsKernelShapPartialDependencePartialDependenceVariancePermutationImportanceTreePartialDependenceTreeShapplot_ale()plot_pd()plot_pd_variance()plot_permutation_importance()- Subpackages
- alibi.explainers.anchors package
- Submodules
- alibi.explainers.anchors.anchor_base module
- alibi.explainers.anchors.anchor_explanation module
- alibi.explainers.anchors.anchor_image module
- alibi.explainers.anchors.anchor_tabular module
- alibi.explainers.anchors.anchor_tabular_distributed module
- alibi.explainers.anchors.anchor_text module
- alibi.explainers.anchors.language_model_text_sampler module
- alibi.explainers.anchors.text_samplers module
- Submodules
- alibi.explainers.backends package
- Subpackages
- Submodules
- alibi.explainers.backends.cfrl_base module
- alibi.explainers.backends.cfrl_tabular module
apply_category_mapping()generate_categorical_condition()generate_condition()generate_numerical_condition()get_categorical_conditional_vector()get_conditional_dim()get_conditional_vector()get_he_preprocessor()get_numerical_conditional_vector()get_statistics()sample()sample_categorical()sample_numerical()split_ohe()
- alibi.explainers.similarity package
- alibi.explainers.anchors package
- Submodules
- alibi.explainers.ale module
- alibi.explainers.cem module
- alibi.explainers.cfproto module
- alibi.explainers.cfrl_base module
- alibi.explainers.cfrl_tabular module
- alibi.explainers.counterfactual module
- alibi.explainers.integrated_gradients module
- alibi.explainers.partial_dependence module
- alibi.explainers.pd_variance module
- alibi.explainers.permutation_importance module
- alibi.explainers.shap_wrappers module
- alibi.models package
- alibi.prototypes package
- alibi.tests package
- alibi.utils package
BertBaseUncasedDistilbertBaseUncasedDistributedExplainerLanguageModelLanguageModel.SUBWORD_PREFIXLanguageModel.__init__()LanguageModel.callerLanguageModel.from_disk()LanguageModel.head_tail_split()LanguageModel.is_punctuation()LanguageModel.is_stop_word()LanguageModel.is_subword_prefix()LanguageModel.maskLanguageModel.mask_idLanguageModel.max_num_tokensLanguageModel.modelLanguageModel.predict_batch_lm()LanguageModel.select_word()LanguageModel.to_disk()LanguageModel.tokenizer
RobertaBasegen_category_map()ohe_to_ord()ord_to_ohe()spacy_model()visualize_image_attr()- Submodules
- alibi.utils.approximation_methods module
- alibi.utils.data module
- alibi.utils.discretizer module
- alibi.utils.distance module
- alibi.utils.distributed module
- alibi.utils.distributions module
- alibi.utils.download module
- alibi.utils.frameworks module
- alibi.utils.gradients module
- alibi.utils.kernel module
- alibi.utils.lang_model module
BertBaseUncasedDistilbertBaseUncasedLanguageModelLanguageModel.SUBWORD_PREFIXLanguageModel.__init__()LanguageModel.callerLanguageModel.from_disk()LanguageModel.head_tail_split()LanguageModel.is_punctuation()LanguageModel.is_stop_word()LanguageModel.is_subword_prefix()LanguageModel.maskLanguageModel.mask_idLanguageModel.max_num_tokensLanguageModel.modelLanguageModel.predict_batch_lm()LanguageModel.select_word()LanguageModel.to_disk()LanguageModel.tokenizer
RobertaBase
- alibi.utils.mapping module
- alibi.utils.missing_optional_dependency module
- alibi.utils.tf module
- alibi.utils.visualization module
- alibi.utils.wrappers module