python A Template for Collaboration Want people to use your code, maintain it, or just lend a hand? Make their life easy.
statistics Finding the best Wordle opening Applying Python data analysis to determine the optimial wordle opening word and follow ups.
snippet Merging dicts with the union operator Python 3.9 introduced a new operator to streamline unions.
snippet Simple Multiprocessing in Python Comparing inbuilt solutions to a range of external libraries.
statistics Genetic Algorithms 2: Painting Vermeer A gentle introduction to genetic algorithms by recreating painting classics
statistics Genetic Algorithms 1: Starry Night A gentle introduction to genetic algorithms by recreating painting classics?
statistics Linear Regression Regularization Explained Why do we regularize our linear models? When do we turn this on or off?
statistics An Introduction to Gaussian Processes Welcome to the wonderful world of non-parametric models and kernel functions.
statistics Principle Component Analaysis Explained What is PCA? How does it work? Is the math that bad? How do I use it? All answers lie within!
statistics Training a Neural Network Embedding Layer with Keras Using python, Keras and some colours to illustrate encoding as simply as possible
statistics PR vs ROC Curves - Which to Use? Exploring the difference between the graphs using python.
statistics An Introduction to Logistic Regression A beginners introduction to logistic regression in python.
Getting started with Boost, Python, and Numpy After failing to find a tutorial that was actually complete, I decided to make one myself.
statistics Monte-Carlo Integration made easy A practical Python explanation of Monte-Carlo integration
snippet Handy Python Decorators A short example on how to use decorators in your code to provide extra functionality
statistics A visual tutorial of Inversion Sampling Efficient inversion sampling explained with Python.
snippet One Line Python Singletons Goodbye boilerplate code, hello an elegant one line solution to get singletons in python
statistics A visual tutorial of Rejection Sampling Von Neumann rejection sampling explained with Python and animations.
statistics A/B Test Significance in Python Using Python to determine just how confident we are in our A/B test results
bayesian Bayesian Sample Selection Effects Sample bias and selection effects are the worst. Here's one solution.
bayesian Bayesian Linear Regression in Python A tutorial from creating data to plotting confidence intervals.
