Should you rent or buy your next home? NumPy rewrite of this New York Times Calculator. You can find notebook here which uses NumPy and numpy-financial. import pandas as pd import numpy as np impor...

A post about the speed of the computation of the Ising Model. I compare Python, Cython, Numba, Mojo, & Julia on the Ising Model. I am sure there are optimizations I missed, e.g. vectorize, p...

Tips & Tricks I learned along the way for using Micropython with a Raspberry Pi Pico W (Pico). This is a 0 to 1 post for starting a project on the Pico. The particular use case is not as import...

A post about the computation of the Ising Model. Ising Model Code Code inspired by this post by @Jake VanderPlas which compares Python against cPython. import numpy as np import pandas as pd impo...

A post about the theory of the Ising Model. Ising Model I have talked before about Lagrangians and Hamiltonians for classical systems, now it is time to see one from statistical physics. Before ge...

In this post, I discuss the physics behind Hamiltonian Monte Carlo (HMC), Hamiltonian Mechanics. Hamiltonian Monte Carlo (HMC) There are several great references for learning about HMC. My favorit...

In this post I want to describe two methods that both use the word “Least” to describe them. Both of these concepts are foundational in their respective field (physics and statistics), and I find i...

What is model uncertainty? Although linear regression isn’t always used to simulate data, it gives a good theoretical starting point to build intuition of why model uncertainty matters at all. We o...

I started becoming interested in iOS development in 2021 as a way to learn a compiled language. My background at the time was mostly in Python & R, with undergraduate courses in Java and C++. I...

You have a statistical detector capable of raising alerts on time series data (i.e. number of crashes in an hour or average bandwidth for a fleet of servers) and received a question from the engine...