Code and materials to reproduce manuscript "Unifying local and global model explanations by functional decomposition of low dimensional structures"
Files and directories included:
- bike_example: Directory containing code to reproduce bike example (Fig.3)
- feature_removal: Directory containing code to reproduce feature removal example (Fig.5)
- shapdecomp: R package implementing decomposition
- simple_example: Directory containing code to reproduce simple example (Fig.1)
- variable_importance: Directory containing code to reproduce variable importance example (Fig.4)