Machine Learning, Dask, Python, Data Science, Linear Models.
the words in the corpus: Listing 5. Generate training data by applying binary vectorization >>> import numpy as np >>> def vectorize_tokens(element): ❶ >>> vectorized_tokens = np.where(np.isin(top_100_tokens, element['review/tokens']), 1, 0) >>> element['review/token_vector'] = vectorized_tokens