eNLP code documentation

Processing

• Standard Tools
  • enlp.processing.stdtools.get_stopwords
  • enlp.processing.stdtools.rm_stopwords
  • enlp.processing.stdtools.rm_punctuation
  • enlp.processing.stdtools.spacy_lemmatize
  • enlp.processing.stdtools.nltk_stem_no
  • enlp.processing.stdtools.tokenise
  • enlp.processing.stdtools.retain_spaces
• Processing Pipeline
  • enlp.pipeline.NLPPipeline

Understanding

• Distributions
  • enlp.understanding.distributions.freq_dist
  • enlp.understanding.distributions.compute_tfidf
  • enlp.understanding.distributions.important_words_per_corpus
  • enlp.understanding.distributions.important_words_per_doc
• Linguistics
  • enlp.understanding.linguistic.pos_tag
• Word Vectors
  • enlp.understanding.vectors.word_vectors
  • enlp.understanding.vectors.similar_words
  • enlp.understanding.vectors.vector_maths
  • enlp.understanding.vectors.save_vectors
  • enlp.understanding.vectors.load_vectors
• Topic Modelling
  • enlp.understanding.topics.bow_topic_modelling
  • enlp.understanding.topics.tfidf_topic_modelling
  • enlp.understanding.topics.print_topic_words
  • enlp.understanding.topics.determine_topics
• Sentiment Analysis
  • enlp.understanding.sentiment.vader_sentiment_strength
• Keyword Extraction
  • enlp.understanding.keywords.keyphrase_list

Making Spacy Language Models

• Language Models
  • enlp.language_models.add_vectors_to_langmod
  • enlp.language_models.save_spacy_model

Visualisation

• Distributions
  • enlp.visualisation.freq_distribution.wordcloud_plot
  • enlp.visualisation.freq_distribution.dist_plot_detailed
  • enlp.visualisation.freq_distribution.dist_plot
• Word Vectors
  • enlp.visualisation.word_vectors.similar_words