Had a need to hastily compare some csv files. These scripts implement progressivly more refined methods for making text comparisons from brute force to simple and even context-aware natural language processing.
script.py- Brute force, simple string comparisonscript_nlp.py- tf-idf, Using Spacy for tokenization and similarity calculationscript_tf.py- Uses tensorflow hub universal sentence encoder https://tfhub.dev/google/universal-sentence-encoder/4