From one perspective, categories are just another algebraic structure, like groups, monoids and rings. They are these abstract things that have some abstract equational axioms and operations. They are the next stop on our magnificent category journey. A m... (more…)

In this tutorial, you'll learn what correlation is and how you can calculate it with Python. You'll use SciPy, NumPy, and Pandas correlation methods to calculate three different correlation coefficients. You'll also see how to visualize data, regression l... (more…)

Learn about MLBox to quickly and efficiently train an automated machine learning pipeline for a classification problem in python. (more…)

Outline What are film simulations?CLUTs primerSimple hand-crafted CLUTsThe identity CLUTHaldCLUTsApplying a HaldCLUTNotes and further reading There is also an accompanying notebook, in case you wan… (more…)

Efficient geo-spatial radius queries on a given dataset are a problem that we’re very regularly facing. Usually we handle the problem by… (more…)