Extra 'Recipes' for Text Processing
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Documentation for package ‘textrecipes’ version 1.0.6
Help Pages
| all_tokenized | Role Selection |
| all_tokenized_predictors | Role Selection |
| count_functions | List of all feature counting functions |
| emoji_samples | Sample sentences with emojis |
| show_tokens | Show token output of recipe |
| step_clean_levels | Clean Categorical Levels |
| step_clean_names | Clean Variable Names |
| step_dummy_hash | Indicator Variables via Feature Hashing |
| step_lda | Calculate LDA Dimension Estimates of Tokens |
| step_lemma | Lemmatization of Token Variables |
| step_ngram | Generate n-grams From Token Variables |
| step_pos_filter | Part of Speech Filtering of Token Variables |
| step_sequence_onehot | Positional One-Hot encoding of Tokens |
| step_stem | Stemming of Token Variables |
| step_stopwords | Filtering of Stop Words for Tokens Variables |
| step_textfeature | Calculate Set of Text Features |
| step_texthash | Feature Hashing of Tokens |
| step_text_normalization | Normalization of Character Variables |
| step_tf | Term frequency of Tokens |
| step_tfidf | Term Frequency-Inverse Document Frequency of Tokens |
| step_tokenfilter | Filter Tokens Based on Term Frequency |
| step_tokenize | Tokenization of Character Variables |
| step_tokenize_bpe | BPE Tokenization of Character Variables |
| step_tokenize_sentencepiece | Sentencepiece Tokenization of Character Variables |
| step_tokenize_wordpiece | Wordpiece Tokenization of Character Variables |
| step_tokenmerge | Combine Multiple Token Variables Into One |
| step_untokenize | Untokenization of Token Variables |
| step_word_embeddings | Pretrained Word Embeddings of Tokens |
| tidy.recipe | Tidy the Result of a Recipe |
| tidy.step_clean_levels | Tidy the Result of a Recipe |
| tidy.step_clean_names | Tidy the Result of a Recipe |
| tidy.step_dummy_hash | Tidy the Result of a Recipe |
| tidy.step_lda | Tidy the Result of a Recipe |
| tidy.step_lemma | Tidy the Result of a Recipe |
| tidy.step_ngram | Tidy the Result of a Recipe |
| tidy.step_pos_filter | Tidy the Result of a Recipe |
| tidy.step_sequence_onehot | Tidy the Result of a Recipe |
| tidy.step_stem | Tidy the Result of a Recipe |
| tidy.step_stopwords | Tidy the Result of a Recipe |
| tidy.step_textfeature | Tidy the Result of a Recipe |
| tidy.step_texthash | Tidy the Result of a Recipe |
| tidy.step_text_normalization | Tidy the Result of a Recipe |
| tidy.step_tf | Tidy the Result of a Recipe |
| tidy.step_tfidf | Tidy the Result of a Recipe |
| tidy.step_tokenfilter | Tidy the Result of a Recipe |
| tidy.step_tokenize | Tidy the Result of a Recipe |
| tidy.step_tokenize_bpe | Tidy the Result of a Recipe |
| tidy.step_tokenize_sentencepiece | Tidy the Result of a Recipe |
| tidy.step_tokenize_wordpiece | Tidy the Result of a Recipe |
| tidy.step_tokenmerge | Tidy the Result of a Recipe |
| tidy.step_untokenize | Tidy the Result of a Recipe |
| tidy.step_word_embeddings | Tidy the Result of a Recipe |
| tokenlist | Create Token Object |