The scikit-learn machine learning cheat sheet was originally created by Andreas Mueller: https://peekaboo-vision.blogspot.de/2013/01/machine-learning-cheat-sheet-for-scikit.html The current version of the chart is located at `doc/images/ml_map.svg` in SVG+XML format, created using [draw.io](https://draw.io/). To edit the chart, open the file in draw.io, make changes, and save. This should update the chart in-place. Another option would be to re-export the chart as SVG and replace the existing file. The options used for exporting the chart are: - Zoom: 100% - Border width: 15 - Size: Diagram - Transparent Background: False - Appearance: Light Each node in the chart that contains an estimator should have a link, where the root directory is at `../../`. Note that after updating or re-exporting the SVG, the links may be prefixed with e.g. `https://app.diagrams.net/`. Remember to check and remove them, for instance by replacing all occurrences of `https://app.diagrams.net/../../` with `../../`.