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• New-Second-Edition
  • README.md
• Old-First-Edition
  • README.md
  • source_code
    • Ch01_Natural_Language_Basics
      • corpora_demo.py
    • Ch02_Python_Refresher
      • classes.py
      • code_flow_control.py
      • data_types_structures.py
      • functional_programming.py
      • working_with_text.py
    • Ch03_Processing_and_Understanding_Text
      • big.txt
      • constituency_parsing.py
      • contractions.py
      • dependency_parsing.py
      • normalizer.py
      • pos_tagging.py
      • shallow_parsing.py
      • spelling_corrector.py
      • tokenizer.py
    • Ch04_Text_Classification
      • classification.py
      • classifier_evaluation_demo.py
      • contractions.py
      • feature_extraction_demo.py
      • feature_extractors.py
      • normalization.py
    • Ch05_Text_Summarization
      • amazon_skyrim_reviews.csv
      • contractions.py
      • document_summarization.py
      • keyphrase_extraction.py
      • normalization.py
      • topic_modeling.py
      • utils.py
    • Ch06_Text_Similarity_and_Clustering
      • clustering plots
        • affinity_prop_clustering.png
        • kmeans_clustering.png
        • ward_hierachical_clusters.png
      • contractions.py
      • document_clustering.py
      • document_similarity.py
      • movie_data.csv
      • normalization.py
      • term_similarity.py
      • utils.py
    • Ch07_Semantic_and_Sentiment_Analysis
      • Untitled.ipynb
      • Untitled1.ipynb
      • Untitled2.ipynb
      • contractions.py
      • movie_reviews.csv
      • named_entity_recognition.py
      • normalization.py
      • review_data_extractor.py
      • semantic_representations.py
      • sentiment_analysis_supervised_ml.py
      • sentiment_analysis_unsupervised_lexical.py
      • utils.py
      • wordnet_demo.py