Causal-GenX · MorphoMNIST

Counterfactual Digit Studio

Generate a digit from its parent nodes, or choose a factual digit and intervene on its thickness and intensity.

Set the parent nodes, then generate an image.

Generated digit preview — Generated image

Generated parent nodes

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Drag one of the factual digit samples into the drop zone, inspect its inferred parents, then set the thickness and intensity intervention. The digit identity is preserved.

Drag a sample here, or select one above.

The selected 28×28 MorphoMNIST sample is sent to the inference API and is not retained.

Intervention: thickness 3.50 Intervention: intensity 160.0

Changing thickness updates this intensity from the SCM using the factual image. You can then adjust intensity independently.

Analyze an image to preserve its inferred digit identity.

Choose and analyze a factual sample to begin.

Factual input image preview — Factual image

Counterfactual image preview — Counterfactual image

Inferred factual parents

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Counterfactual parents

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