Projects

nonconform

Conformal anomaly detection and change-point detection. The library turns anomaly scores into calibrated p-values, integrates with common Python ML workflows, and supports FDR-controlled decisions through split, cross, and weighted conformal strategies.

Python, conformal inference, anomaly detection, FDR control

GitHub Docs PyPI

online-fdr

Sequential multiple-testing procedures for online false discovery rate and family-wise error rate control. The package provides one-by-one testing APIs for procedures such as LORD, SAFFRON, ADDIS, alpha-spending, and batch baselines.

Python, online FDR, FWER, sequential testing

GitHub Docs

oddball

A lightweight collection of anomaly detection datasets for reproducible experiments.

Python, datasets, benchmarks

GitHub

aberrant

Online anomaly detection algorithms for streaming settings.

Python, streaming, anomaly detection

GitHub