DupliPy Reference

All available references for our DupliPy package.

Available Modules

• Formatting: import duplipy.formatting

• Replication: import duplipy.replication

• Similarity: import duplipy.similarity

• Text analysis: import duplipy.text_analysis

Available Functions

• Formatting: remove_stopwords, remove_numbers, remove_whitespace, normalize_whitespace, separate_symbols, remove_special_characters, standardize_text, tokenize_text, stem_words, lemmatize_words, pos_tag, remove_profanity_from_text, remove_sensitive_info_from_text, remove_hate_speech_from_text, post_format_text

• Replication: replace_word_with_synonym, augment_text_with_synonyms, load_text_file, augment_file_with_synonyms, insert_random_word, delete_random_word, random_word_deletion, swap_random_words, insert_synonym, paraphrase, flip_horizontal, flip_vertical, rotate, random_rotation, resize, crop, random_crop, shuffle_words, random_flip, random_color_jitter, noise_overlay

• Similarity: edit_distance_score, bleu_score, jaccard_similarity_score, sorensen_dice_coefficient, cosine_similarity_score, mean_squared_error, psnr

• Text analysis: analyze_sentiment, named_entity_recognition