[POST] Benchmark matrices multiplications

[miguelgfierro]

MVP 1:

• [x] Notebook with element wise matrix multiplication with examples from https://github.com/miguelgfierro/codebase/blob/master/python/numpy_base/benchmark.py

MVP2:

• [ ] Notebook with matrix multiplication

MVP 3:

• [ ] Read output from timeit and save it to df/json/csv https://stackoverflow.com/questions/17310752/can-you-capture-the-output-of-ipythons-magic-methods-timeit
• [ ] Read data in bokeh and plot

[miguelgfierro]

+info https://stackoverflow.com/questions/19839539/how-to-get-faster-code-than-numpy-dot-for-matrix-multiplication