Python, NLP, Numpy, Scikit Learn.
determined. This number is typically scaled, e.g. by the length of the document. Here is a counter encoding implementation in Python. As before, it builds a vocab_dict object filled with default float values 0.0, and for each document, it sets a value of number(word)/len(document). from collections