Gaussian Process Classification

2022-09-18 Classification Kernel

In this notebook I will be trying to fit a Gaussian Process classification from scratch on very simple simulated data. I will use the laplacian, ... Read More

Dependent Gaussian Processes

2022-06-30 Kernel

Dependent Gaussian Processes In this workbook, I am going to reproduce the work of Phillip Boyle and Marcus Frean Dependent Gaussian Processes. I will ... Read More

Deep Graph Kernels

2021-11-16 Graph Classification Kernel

Deep Graph Kernels In this notebook I will be constructing a deep graph kernel based on this paper. It utilizes the Weisfeiler-Lehman isomorphism test ... Read More