<html lang="en"><head><meta charset="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><title>Tutorials · AutoGP</title><meta name="title" content="Tutorials · AutoGP"/><meta property="og:title" content="Tutorials · AutoGP"/><meta property="twitter:title" content="Tutorials · AutoGP"/><meta name="description" content="Documentation for AutoGP."/><meta property="og:description" content="Documentation for AutoGP."/><meta property="twitter:description" content="Documentation for AutoGP."/><script data-outdated-warner src="assets/warner.js"></script><link href="https://cdnjs.cloudflare.com/ajax/libs/lato-font/3.0.0/css/lato-font.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/juliamono/0.050/juliamono.min.css" rel="stylesheet" type="text/css"/><link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/fontawesome.min.css" rel="stylesheet" type="text/css"/><link 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title="Settings"></a><a class="docs-article-toggle-button fa-solid fa-chevron-up" id="documenter-article-toggle-button" href="javascript:;" title="Collapse all docstrings"></a></div></header><article class="content" id="documenter-page"><h1 id="Tutorials"><a class="docs-heading-anchor" href="#Tutorials">Tutorials</a><a id="Tutorials-1"></a><a class="docs-heading-anchor-permalink" href="#Tutorials" title="Permalink"></a></h1><ul><li><a href="tutorials/overview.html#Overview">Overview</a></li><li class="no-marker"><ul><li><a href="tutorials/overview.html#Loading-Data">Loading Data</a></li><li><a href="tutorials/overview.html#Creating-an-AutoGP-Model">Creating an AutoGP Model</a></li><li><a href="tutorials/overview.html#Generating-Prior-Forecasts">Generating Prior Forecasts</a></li><li><a href="tutorials/overview.html#Model-Fitting-via-SMC">Model Fitting via SMC</a></li><li><a href="tutorials/overview.html#Generating-Posterior-Forecasts">Generating Posterior Forecasts</a></li><li><a href="tutorials/overview.html#Computing-Predictive-Probabilities">Computing Predictive Probabilities</a></li><li><a href="tutorials/overview.html#Incorporating-New-Data">Incorporating New Data</a></li></ul></li><li><a href="tutorials/iclaims.html#Insurance-Claims">Insurance Claims</a></li><li><a href="tutorials/callbacks.html#Inspecting-Online-Inference">Inspecting Online Inference</a></li><li><a href="tutorials/greedy_mcmc.html#Greedy-Search-and-MCMC">Greedy Search and MCMC</a></li><li class="no-marker"><ul><li><a href="tutorials/greedy_mcmc.html#Greedy-Search">Greedy Search</a></li><li><a href="tutorials/greedy_mcmc.html#MCMC">MCMC</a></li></ul></li></ul><p>To run the tutorials interactively, first install <a href="https://julialang.github.io/IJulia.jl/stable/manual/installation/">IJulia</a> and <a href="https://github.com/JuliaPy/PyPlot.jl">PyPlot</a>. Then run the following commands from the terminal, making sure to replace <code></path/to/>AutoGP.jl</code> with the actual path to the directory:</p><pre><code class="nohighlight hljs">$ export JULIA_NUM_THREADS=$(nproc)
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