KaCGM: Kolmogorov-Arnold Causal generative models
Sachs Dataset
Explore intervention effects on the Sachs dataset.
- Click "Run Intervention" to compute results for the selected node and model.
- Adjust the sliders to dynamically explore changes in the intervention effect from the seleceted node and model.
Notes:
- If you want to analyze other node and/or model you must select them and click "Run Intervention" each time.
- Full formulas are displayed only when the KAAM model is selected.
Model
Node
-3 3
-3 3
Visualization
Interventional Distributions Boxplot
Causal Graph with Intervention Focus
Intervention Effect Plots
You may click on any image to to open a larger preview and also navigate through the images