How To Use

To get started with PAINT we have included a interactive notebook, which is available here: https://github.com/ARTIST-Association/PAINT/blob/main/tutorials/paint_data_tutorial.ipynb.

This tutorial provides an interactive introduction to the PAINT database, demonstrating how to: - Initialize the STAC client. - Download and inspect metadata. - Generate calibration data splits. - Load calibration data using a dataloader. - Download and inspect other types of PAINT data.

To run the tutorial make sure you install the tutorial dependencies, i.e.:

$ pip install "paint-csp[tutorial]"

Most of the concepts covered in the interactive tutorial are also covered in the documentation and associated scripts listed below:

• StacClient Tutorial
• DatasetSplitter Tutorial
• PaintCalibrationDataset Tutorial
• Full Calibration Benchmark Workflow Example