TECHNIQUE
Predictive & Classical ML
| Name | Kind | When | Maturity |
|---|---|---|---|
| PyOD | library | a broad menu of outlier detectors behind one sklearn-style API | established |
| Isolation Forest | pattern | unlabeled tabular outliers; fast, robust, and hard to beat as a default | commodity |
| Autoencoder reconstruction error | pattern | high-dimensional sensor or image data where reconstruction error flags anomalies | established |
No published applications observed using this technique yet.
Teardown coverage accrues forward — the taxonomy is the map, the count is the honest state of it.
Back to the technique map