remilepriol / causal-adaptation-speed

Investigate the speed of adaptation of structural causal models

An Analysis of the Adaptation Speed of Causal Models

Code to reproduce results of the paper. Dependencies are indicated in environment.yaml.

Categorical

To get categorical adaptation plots run

python main.py categorical adaptation
python main.py categorical plot

Normal

To get scatter plots of distance: anti vs causal run

python main.py normal distance

To get adaptation results run

python main.py normal adaptation
python main.py normal plot