API Reference
Full auto-generated API documentation from source code docstrings.
Core
| Module |
Description |
SWIFTMonitor |
Main entry point — the scikit-learn compatible monitor |
Types |
Data types: Bucket, BucketSet, SWIFTResult, enums |
Pipeline Stages
| Module |
Stage |
Description |
Extraction |
1 |
Decision point extraction from tree models |
Bucketing |
2 |
Bucket construction from decision points |
Normalization |
3 |
SHAP normalization per bucket |
Distance |
4 |
Wasserstein distance computation |
Threshold |
5 |
Permutation test and multiple testing correction |
Utilities