Data Science, Machine Learning.
the TF-IDF matrix for a set of documents. There are ready-made libraries that do that, and we used scikit-learn’s implementation for that. The TF-IDF matrix is a two dimensional matrix in which the rows represent documents (in our case — company names) and the columns represent unique tokens (or