create benchmark notebook #18
Description
highlights :
- KarmaSparse dot vs scipy.sparse.dot
- LM.from_pivot vs pandas.pivot
- parallel_sort and parallel_argsort (on numpy as pure python)
- NMF vs sklearn.NMF on sparse inputs
- Ward vs sklearn.Ward
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