Index

_

_abc_impl (nlpguard.explainer.explainer.Explainer attribute) (nlpguard.explainer.explainer.IntegratedGradientsExplainer attribute) (nlpguard.explainer.explainer.ShapExplainer attribute) (nlpguard.identifier.identifier.ChatGPTIdentifier attribute) (nlpguard.identifier.identifier.Identifier attribute) (nlpguard.identifier.identifier.LLamaIdentifier attribute) (nlpguard.moderator.moderator.HuggingFaceDatasetModerator attribute) (nlpguard.moderator.moderator.Moderator attribute) (nlpguard.moderator.moderator.PandasDataFrameModerator attribute) _aggregate_protected_categories_votes() (nlpguard.identifier.identifier.ChatGPTIdentifier static method) (nlpguard.identifier.identifier.LLamaIdentifier static method)

_batch_sentences_removal() (nlpguard.moderator.moderator.PandasDataFrameModerator static method) _batch_words_removal() (nlpguard.moderator.moderator.PandasDataFrameModerator static method) _chatgpt_annotate() (nlpguard.identifier.identifier.ChatGPTIdentifier static method) _clean_chatgpt_responses() (nlpguard.identifier.identifier.ChatGPTIdentifier method) _clean_llama_responses() (nlpguard.identifier.identifier.LLamaIdentifier method) _compute_batch_local_explanations() (nlpguard.explainer.explainer.IntegratedGradientsExplainer method) _compute_global_scores() (nlpguard.explainer.explainer.Explainer static method) _generate_synonym_sentences() (nlpguard.moderator.moderator.PandasDataFrameModerator method) _get_hypernyms() (nlpguard.moderator.moderator.PandasDataFrameModerator static method) _get_synonyms() (nlpguard.moderator.moderator.PandasDataFrameModerator static method) _llama_annotate() (nlpguard.identifier.identifier.LLamaIdentifier method) _load_local_explanations() (nlpguard.explainer.explainer.Explainer static method)

A

annotate_protected_attributes() (nlpguard.identifier.identifier.ChatGPTIdentifier method) (nlpguard.identifier.identifier.Identifier method) (nlpguard.identifier.identifier.LLamaIdentifier method)

B

batch_iterator() (nlpguard.explainer.explainer.IntegratedGradientsExplainer static method)

C

ChatGPTIdentifier (class in nlpguard.identifier.identifier)

E

Explainer (class in nlpguard.explainer.explainer)

G

global_explanations() (nlpguard.explainer.explainer.Explainer method) (nlpguard.explainer.explainer.ShapExplainer method)

H

hf_endpoint (nlpguard.identifier.identifier.LLamaIdentifier attribute)

hf_headers (nlpguard.identifier.identifier.LLamaIdentifier attribute) HuggingFaceDatasetModerator (class in nlpguard.moderator.moderator)

I

Identifier (class in nlpguard.identifier.identifier)

IntegratedGradientsExplainer (class in nlpguard.explainer.explainer)

L

LLamaIdentifier (class in nlpguard.identifier.identifier) load_GloVe_embedding_model() (nlpguard.moderator.moderator.PandasDataFrameModerator static method)

local_explanations() (nlpguard.explainer.explainer.Explainer method) (nlpguard.explainer.explainer.IntegratedGradientsExplainer method) (nlpguard.explainer.explainer.ShapExplainer method)

M

Moderator (class in nlpguard.moderator.moderator) module nlpguard nlpguard.explainer.explainer nlpguard.identifier.identifier nlpguard.moderator.moderator

N

nlpguard module nlpguard.explainer.explainer module

nlpguard.identifier.identifier module nlpguard.moderator.moderator module

P

PandasDataFrameModerator (class in nlpguard.moderator.moderator)

S

sentences_removal_mitigation_strategy() (nlpguard.moderator.moderator.HuggingFaceDatasetModerator method) (nlpguard.moderator.moderator.Moderator method) (nlpguard.moderator.moderator.PandasDataFrameModerator method)

ShapExplainer (class in nlpguard.explainer.explainer)

W

word_replacement_with_hypernym_mitigation_strategy() (nlpguard.moderator.moderator.HuggingFaceDatasetModerator method) (nlpguard.moderator.moderator.Moderator method) (nlpguard.moderator.moderator.PandasDataFrameModerator method) word_replacement_with_synonyms_mitigation_strategy() (nlpguard.moderator.moderator.HuggingFaceDatasetModerator method) (nlpguard.moderator.moderator.Moderator method) (nlpguard.moderator.moderator.PandasDataFrameModerator method)

words_removal_mitigation_strategy() (nlpguard.moderator.moderator.HuggingFaceDatasetModerator method) (nlpguard.moderator.moderator.Moderator method) (nlpguard.moderator.moderator.PandasDataFrameModerator method)