Python, NLP, Numpy, Scikit Learn.
0. 0. 1. 0. 0. 1. # 0. 1. 1. 0. 0. 0. 0. 1. 0. 0. 1. 0. 1. 1. 1. 1.] print(vec2.shape) # (40,) Counter Encoding Counter encoding is an intermediate form for creating vectors. Based on the complete ordered vocabulary of all documents, the number and occurrence of all words in a document is