Scripts in Python used during the course

• tokenizer
• n-grams
• stopwords tagger
• trigrams to matrix, hash with non-zero values
• PMI, Pairwise Mutual Information
• context filtering
• word pairs selection
• word pairs, all word pairs from the matrix
• Cosine similarity
• ranking, top most similar words
• compare two words and identifies the list of shared contexts