BES edge-ml

Code base for BES edge-ML at DIII-D

• bes_data_tools/ - package for working with BES metadata and signals
• elm/ - work area for ELM prediction
• qhmode/ - work area for QH-mode classification
• ae/ - work area for AE classification

In all areas, data (CSV, HDF5 files) are stored in data/, and plot figures are stored in figures/.

Tutorial

To learn core functionality in bes_data_tools package, do

cd bes_data_tools
python bes_data.py  # class for BES metadata and signals
python package_h5.py   # package data in HDF5 files
python plots.py  # plotting utilities