/intro_to_gps

A little tutorial repo

Primary LanguageJupyter Notebook

intro_to_gps

Welcome! This repo contains some accompanying material for an introductory talk on Gaussian Processes.

See the accompanying whiteboard notes in Whiteboard.pdf.

Setup

  1. Clone this repo
  2. Create and activate a virtual environment using your preferred method.
    • For example, python3 -m venv myvenv && source myvenv/bin/activate
  3. make install
  4. Profit!
    • Run make test to check the install has been successful.

Notebooks

Run make run_jupyter_server to get the Jupyter NB up and running. Note that the files are in the notebooks folder.

Code

  • src/data contains data loader convenience functions for a few toy datasets.
    • Data in <repo_root>/data folder.
  • src/models contains a linear regression and a GP model. They're not very good.