I have Python3.6.4 and neupy 0.6.4. I have hone thru toturial on neupy page http://neupy.com/2015/07/04/boston_house_prices_dataset.html#boston-house-price, times that was shown on page were much shorter then times printed on my PC.
Total execution time on toturial page: 51ms+38ms+146ms+38ms+41ms = 314ms
My execution time: 8min
Why toturial time and my time are so different and how can I speed up execution?