#!/usr/bin/env python # coding: utf-8 # # Background # # This subdirectory contains notebooks on background mathematics useful for understanding Gaussian processes. # # * [Properties of Multivariate Gaussians](./gaussianProperties.ipynb) Details on the properties of multivariate Gaussians will appear here. # * [Bayesian Perspective of Linear Regression](./BayesianLinearRegression.ipynb) The steps from Linear regression to non-linear regression and finally non-parametric (better: infinite parametric) regression. # In[ ]: