Numba
Euler's number and the uniform sum distribution
Euler's number and the uniform sum distribution Last year I stumbled upon this tweet from @fermatslibrary [1]: I find it a little bit intriguing for Euler's number $e$ to appear here! But actually, it is not uncommon to encounter $e$ in…
More Heapsort in Cython
More Heapsort in Cython This post/notebook is the follow-up to a recent one : Heapsort with Numba and Cython, where we implemented heapsort in Python/Numba and Cython and compared the execution time with NumPy heapsort. However, heapsort in NumPy…
Heapsort with Numba and Cython
Heapsort with Numba and Cython Updated April 20, 2022 following usefull comments by @scoder. Thank you very much for your pull requests! Heapsort is a classical sorting algorithm. We are going into a little bit of theory about the algorithm, but…
Goldbach's Comet with Numba and Datashader
Updated Jul 29, 2021 This Python notebook is about computing and plotting Goldbach function. It requires some basic mathematical knowledge, nothing fancy! The main point is to perfom some computations with Numba and some efficient plotting with…
Merge Sort with Cython and Numba
In this post, we present an implementation of the classic merge sort algorithm in Python on NumPy arrays, and make it run reasonably "fast" using Cython and Numba. We are going to compare the run time with the numpy.sort(kind='mergesort')…
Cython and Numba applied to a simple algorithm: Insertion sort
The aim of this notebook is to show a basic example of Cython and Numba, applied to a simple algorithm: Insertion sort. As we will see, the code transformation from Python to Cython or Python to Numba can be really easy [specifically for the…