https://github.com/plasmacontrol/bes-edgeml-datasets

Dataset tools for DIII-D BES edge ML models
https://github.com/plasmacontrol/bes-edgeml-datasets

Last synced: about 1 year ago
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Dataset tools for DIII-D BES edge ML models

• Host: GitHub
• URL: https://github.com/plasmacontrol/bes-edgeml-datasets
• Owner: PlasmaControl
• License: mit
• Created: 2020-12-22T03:38:25.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2024-05-02T18:10:50.000Z (about 2 years ago)
• Last Synced: 2025-04-14T02:13:10.597Z (about 1 year ago)
• Language: Python
• Homepage:
• Size: 1.73 MB
• Stars: 4
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# 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

```bash

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

```