Random Sampling with SciPy and NumPy Part II

Random Sampling using SciPy and NumPy: Part II

Fancy algorithms, source code walkthrough and potential improvements

In Part I we went through the basics of Inverse Transform Sampling (ITS) and created our own ITS pure python implementation to sample numbers from a standard normal distribution. We then compared the speed of our somewhat optimised function to that of the built in SciPy function and found ourselves somewhat lacking — to the tune of being …

data science ii mathematics numpy part programming python random sampling scipy statistics