ML Anthology

A Visual Exploration of Gaussian Processes

Jochen Görtler, Rebecca Kehlbeck, Oliver Deussen
Distill 2019
doi:10.23915/distill.00017 /distill/2019/gortler2019distill-visual/

Abstract

Distill articles are interactive publications and do not include traditional abstracts. This summary was written for the ML Anthology. Provides an interactive visual introduction to Gaussian processes for regression, explaining how multivariate Gaussian distributions and kernel functions shape predictions through hands-on explorable figures.

Distill Code Semantic Scholar

Cite

Text

Görtler et al. "A Visual Exploration of Gaussian Processes." Distill, 2019. doi:10.23915/distill.00017

Markdown

[Görtler et al. "A Visual Exploration of Gaussian Processes." Distill, 2019.](https://mlanthology.org/distill/2019/gortler2019distill-visual/) doi:10.23915/distill.00017

BibTeX

@article{gortler2019distill-visual,
  title     = {{A Visual Exploration of Gaussian Processes}},
  author    = {Görtler, Jochen and Kehlbeck, Rebecca and Deussen, Oliver},
  journal   = {Distill},
  year      = {2019},
  doi       = {10.23915/distill.00017},
  url       = {https://mlanthology.org/distill/2019/gortler2019distill-visual/}
}