All modules for which code is available

• _functools
• abc
• collections
• copy
• flashtext.keyword
• functools
• itertools
• math
• nltk.stem.lancaster
• nltk.wsd
• pathlib
• plotly.subplots
• textflint.adapter
• textflint.common.preprocess.cn_processor
• textflint.common.preprocess.en_processor
• textflint.common.utils.error
• textflint.common.utils.file_io
• textflint.common.utils.fp_utils
• textflint.common.utils.importing
• textflint.common.utils.install
• textflint.common.utils.list_op
• textflint.common.utils.load
• textflint.common.utils.shift_utils
• textflint.common.utils.word_op
• textflint.engine
• textflint.generation_layer.generator.absa_generator
• textflint.generation_layer.generator.coref_generator
• textflint.generation_layer.generator.cws_generator
• textflint.generation_layer.generator.dp_generator
• textflint.generation_layer.generator.generator
• textflint.generation_layer.generator.ner_generator
• textflint.generation_layer.generator.pos_generator
• textflint.generation_layer.generator.re_generator
• textflint.generation_layer.generator.sm_generator
• textflint.generation_layer.subpopulation.UT.length
• textflint.generation_layer.subpopulation.UT.lm
• textflint.generation_layer.subpopulation.UT.phrase
• textflint.generation_layer.subpopulation.UT.prejudice
• textflint.generation_layer.subpopulation.subpopulation
• textflint.generation_layer.transformation.ABSA.absa_transformation
• textflint.generation_layer.transformation.ABSA.add_diff
• textflint.generation_layer.transformation.ABSA.rev_non
• textflint.generation_layer.transformation.ABSA.rev_tgt
• textflint.generation_layer.transformation.COREF.random_concat
• textflint.generation_layer.transformation.COREF.random_delete
• textflint.generation_layer.transformation.COREF.random_insert
• textflint.generation_layer.transformation.COREF.random_repeat
• textflint.generation_layer.transformation.COREF.random_replace
• textflint.generation_layer.transformation.COREF.random_shuffle
• textflint.generation_layer.transformation.CWS.cn_mlm
• textflint.generation_layer.transformation.CWS.cn_swap_num
• textflint.generation_layer.transformation.CWS.reduplication
• textflint.generation_layer.transformation.CWS.swap_contraction
• textflint.generation_layer.transformation.CWS.swap_name
• textflint.generation_layer.transformation.CWS.swap_syn
• textflint.generation_layer.transformation.CWS.swap_verb
• textflint.generation_layer.transformation.DP.add_sub_tree
• textflint.generation_layer.transformation.DP.delete_sub_tree
• textflint.generation_layer.transformation.MRC.add_sent_diverse
• textflint.generation_layer.transformation.MRC.modify_pos
• textflint.generation_layer.transformation.MRC.perturb_answer
• textflint.generation_layer.transformation.MRC.perturb_question
• textflint.generation_layer.transformation.NER.concat_sent
• textflint.generation_layer.transformation.NER.ent_typos
• textflint.generation_layer.transformation.NER.swap_ent
• textflint.generation_layer.transformation.NLI.add_sent
• textflint.generation_layer.transformation.NLI.num_word
• textflint.generation_layer.transformation.NLI.overlap
• textflint.generation_layer.transformation.NLI.swap_ant
• textflint.generation_layer.transformation.POS.multi_pos_swap
• textflint.generation_layer.transformation.POS.prefix_swap
• textflint.generation_layer.transformation.RE.insert_clause
• textflint.generation_layer.transformation.RE.swap_age
• textflint.generation_layer.transformation.RE.swap_birth
• textflint.generation_layer.transformation.RE.swap_employee
• textflint.generation_layer.transformation.RE.swap_ent
• textflint.generation_layer.transformation.SA.add_sum
• textflint.generation_layer.transformation.SA.double_denial
• textflint.generation_layer.transformation.SA.swap_special_ent
• textflint.generation_layer.transformation.SM.overlap
• textflint.generation_layer.transformation.SM.swap_num
• textflint.generation_layer.transformation.SM.swap_word
• textflint.generation_layer.transformation.UT.append_irr
• textflint.generation_layer.transformation.UT.back_trans
• textflint.generation_layer.transformation.UT.contraction
• textflint.generation_layer.transformation.UT.insert_adv
• textflint.generation_layer.transformation.UT.keyboard
• textflint.generation_layer.transformation.UT.mlm_suggestion
• textflint.generation_layer.transformation.UT.ocr
• textflint.generation_layer.transformation.UT.prejudice
• textflint.generation_layer.transformation.UT.punctuation
• textflint.generation_layer.transformation.UT.reverse_neg
• textflint.generation_layer.transformation.UT.spelling_error
• textflint.generation_layer.transformation.UT.swap_ant_wordnet
• textflint.generation_layer.transformation.UT.swap_named_ent
• textflint.generation_layer.transformation.UT.swap_num
• textflint.generation_layer.transformation.UT.swap_syn_word_embedding
• textflint.generation_layer.transformation.UT.swap_syn_wordnet
• textflint.generation_layer.transformation.UT.tense
• textflint.generation_layer.transformation.UT.twitter_type
• textflint.generation_layer.transformation.UT.typos
• textflint.generation_layer.transformation.UT.word_case
• textflint.generation_layer.transformation.pipeline
• textflint.generation_layer.transformation.transformation
• textflint.generation_layer.transformation.word_substitute
• textflint.generation_layer.validator.edit_distance
• textflint.generation_layer.validator.max_words_perturbed
• textflint.generation_layer.validator.validator
• textflint.input_layer.component.field.cn_text_field
• textflint.input_layer.component.field.field
• textflint.input_layer.component.field.list_field
• textflint.input_layer.component.field.text_field
• textflint.input_layer.component.sample.absa_sample
• textflint.input_layer.component.sample.coref_sample
• textflint.input_layer.component.sample.cws_sample
• textflint.input_layer.component.sample.dp_sample
• textflint.input_layer.component.sample.mrc_sample
• textflint.input_layer.component.sample.ner_sample
• textflint.input_layer.component.sample.pos_sample
• textflint.input_layer.component.sample.re_sample
• textflint.input_layer.component.sample.sample
• textflint.input_layer.component.sample.ut_sample
• textflint.input_layer.config.config
• textflint.input_layer.dataset.dataset
• textflint.input_layer.model.flint_model.flint_model
• textflint.input_layer.model.flint_model.torch_model
• textflint.input_layer.model.tokenizers.glove_tokenizer
• textflint.report_layer.analyzer.analyzer
• textflint.report_layer.report_generator.report_generator
• tqdm.std
• transformers.models.bert.modeling_bert
• transformers.models.bert.tokenization_bert
• transformers.models.gpt2.modeling_gpt2
• transformers.models.gpt2.tokenization_gpt2
• wikidata.client
• wikidata.entity