{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Background\n", "\n", "This subdirectory contains notebooks on background mathematics useful for understanding Gaussian processes.\n", "\n", "* [Properties of Multivariate Gaussians](./gaussianProperties.ipynb) Details on the properties of multivariate Gaussians will appear here.\n", "* [Bayesian Perspective of Linear Regression](./BayesianLinearRegression.ipynb) The steps from Linear regression to non-linear regression and finally non-parametric (better: infinite parametric) regression." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.6" } }, "nbformat": 4, "nbformat_minor": 0 }