Peter Roelants

peterroelants.github.io

Notes on machine learning, probability, mathematics, and software engineering, with visual explanations and from-scratch implementations.

Popular posts: 2
Total points: 288
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Visit peterroelants.github.io → On Hacker News Sep 2018 – Jul 2021

AI & Machine Learning 2 Software Engineering 1 Math & Algorithms 1

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Gaussian Processes from Scratch (2019)

2021171 points15 comments AI & Machine Learning details

This post explores some concepts behind Gaussian processes, such as stochastic processes and the kernel function. We will build up deeper understanding of Gaussian process regression by implementing them from scratch using Python and NumPy.