Relief map produced from OpenStreetMap elevation data, using Gaussian Processes
This is an example of Gaussian Process regression using the GPy Python module. For info about GPy start here:
To run this code you will need:
- Python (I used 2.7)
How to run it
Open the file
elevation_gp.ipynb using IPython Notebook, then run the codeblocks
one by one.
The data (published here as a "pickle" file) comes from OpenStreetMap, and so it is (c) OpenStreetMap contributors, and published under the ODbL. http://opendatacommons.org/licenses/odbl/1.0/
The code is by Dan Stowell, but please consider the code public domain.
The images I've included are (c) Dan Stowell, CC-BY. http://creativecommons.org/licenses/by/3.0