Tutorials

• Overview
• • Loading Data
  • Creating an AutoGP Model
  • Generating Prior Forecasts
  • Model Fitting via SMC
  • Generating Posterior Forecasts
  • Computing Predictive Probabilities
  • Incorporating New Data
• Insurance Claims
• Inspecting Online Inference
• Greedy Search and MCMC
• • Greedy Search
  • MCMC

To run the tutorials interactively, first install IJulia and PyPlot. Then run the following commands from the terminal, making sure to replace </path/to/>AutoGP.jl with the actual path to the directory:

$ export JULIA_NUM_THREADS=$(nproc)
$ export JULIA_PROJECT=</path/to/>AutoGP.jl
$ cd ${JULIA_PROJECT}/docs/src/tutorials
$ julia -e 'using IJulia; notebook(dir=".")'

The notebook server will be available in the browser at https://localhost:8888.