TearingModeSurvival

A tearing mode prediction model based on the auton-survival deep survival machine.

For simply trying out the model:

• The models, data and configs are located in the Princeton University clusters such as stellar, in /projects/EKOLEMEN/survival_tm_2/ in folders of their name
• Use tm_model_simple_analysis.ipynb for trying out predictions on any shot in the database

For more advanced use, the repository includes the following features:

1. Creating and formatting the database from the data-fetching repo
2. Training the model
3. Basic model analysis and inference
4. Shap analysis

Creating the database

Training the model

Basic model analysis

Shap analysis