NAME MATCHING. Running a sparse_dot_topn function is giving me Warning: Kernel Restarted?

Question

I am trying to match our company names to a government\'s database of company names using cosine similarity via the awesome_cossim_top. So, I convert my ngrams tf-idf into a CSR