Refact: Separation of anomaly detection from drift detection #1133

fhswf · Feb 18, 2025 · 63d2c04 · 63d2c04
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diff --git a/doc/rtd/content/99_appendices/appendix2/sub/pool/mlpro_oa/10_streams.rst b/doc/rtd/content/99_appendices/appendix2/sub/pool/mlpro_oa/10_streams.rst
@@ -1,9 +1,13 @@
 .. _target_api_pool_oa_streams:
-Online-adaptive data stream processing
-======================================
+Online-adaptive stream tasks
+============================
 
 .. toctree::
    :maxdepth: 2
    :glob:
 
-   streams/*
+   streams/10_preprocessing/*
+   streams/20_cluster_analysis/*
+   streams/30_anomaly_detection/*
+   streams/31_anomaly_prediction/*
+   streams/40_drift_detection/*
diff --git a/...d/content/99_appendices/appendix2/sub/pool/mlpro_oa/streams/01_stream_tasks.rst b/...d/content/99_appendices/appendix2/sub/pool/mlpro_oa/streams/01_stream_tasks.rst
diff --git a/.../streams/tasks/10_preprocessing_tasks.rst → ..._preprocessing/10_preprocessing_tasks.rst b/.../streams/tasks/10_preprocessing_tasks.rst → ..._preprocessing/10_preprocessing_tasks.rst
diff --git a/...-Preprocessing-Tasks_class_diagram.drawio → ...-Preprocessing-Tasks_class_diagram.drawio b/...-Preprocessing-Tasks_class_diagram.drawio → ...-Preprocessing-Tasks_class_diagram.drawio
diff --git a/...processing-Tasks_class_diagram.drawio.png → ...processing-Tasks_class_diagram.drawio.png b/...processing-Tasks_class_diagram.drawio.png → ...processing-Tasks_class_diagram.drawio.png
diff --git a/...oa/streams/tasks/20_cluster_analyzers.rst → ..._cluster_analysis/10_cluster_analysis.rst b/...oa/streams/tasks/20_cluster_analyzers.rst → ..._cluster_analysis/10_cluster_analysis.rst
diff --git a/...OA-Cluster_Analyzers_class_diagram.drawio → ...OA-Cluster_Analyzers_class_diagram.drawio b/...OA-Cluster_Analyzers_class_diagram.drawio → ...OA-Cluster_Analyzers_class_diagram.drawio
diff --git a/...luster_Analyzers_class_diagram.drawio.png → ...luster_Analyzers_class_diagram.drawio.png b/...luster_Analyzers_class_diagram.drawio.png → ...luster_Analyzers_class_diagram.drawio.png
diff --git a/...anomaly_detectors/10_common_anomalies.rst → ...anomaly_detection/10_common_anomalies.rst b/...anomaly_detectors/10_common_anomalies.rst → ...anomaly_detection/10_common_anomalies.rst
diff --git a/...nomaly_detectors/20_common_algorithms.rst → ...nomaly_detection/20_common_algorithms.rst b/...nomaly_detectors/20_common_algorithms.rst → ...nomaly_detection/20_common_algorithms.rst
diff --git a/...oa/streams/tasks/30_anomaly_detectors.rst → ...nomaly_detection/30_anomaly_detectors.rst b/...oa/streams/tasks/30_anomaly_detectors.rst → ...nomaly_detection/30_anomaly_detectors.rst
diff --git a/...ks/anomaly_detectors/30_cluster_based.rst → ...30_anomaly_detection/30_cluster_based.rst b/...ks/anomaly_detectors/30_cluster_based.rst → ...30_anomaly_detection/30_cluster_based.rst
diff --git a/...tectors/cluster_based/10_cb_anomalies.rst → ...tection/cluster_based/10_cb_anomalies.rst b/...tectors/cluster_based/10_cb_anomalies.rst → ...tection/cluster_based/10_cb_anomalies.rst
diff --git a/...ectors/cluster_based/20_cb_algorithms.rst → ...ection/cluster_based/20_cb_algorithms.rst b/...ectors/cluster_based/20_cb_algorithms.rst → ...ection/cluster_based/20_cb_algorithms.rst
diff --git a/...rs/cluster_based/algorithms/01_basics.rst → ...on/cluster_based/algorithms/01_basics.rst b/...rs/cluster_based/algorithms/01_basics.rst → ...on/cluster_based/algorithms/01_basics.rst
diff --git a/...ctors/cluster_based/algorithms/02_new.rst → ...ction/cluster_based/algorithms/02_new.rst b/...ctors/cluster_based/algorithms/02_new.rst → ...ction/cluster_based/algorithms/02_new.rst
diff --git a/...ster_based/algorithms/03_disapperance.rst → ...ster_based/algorithms/03_disapperance.rst b/...ster_based/algorithms/03_disapperance.rst → ...ster_based/algorithms/03_disapperance.rst
diff --git a/...ors/cluster_based/algorithms/04_drift.rst → ...ion/cluster_based/algorithms/04_drift.rst b/...ors/cluster_based/algorithms/04_drift.rst → ...ion/cluster_based/algorithms/04_drift.rst
diff --git a/...tors/cluster_based/algorithms/05_size.rst → ...tion/cluster_based/algorithms/05_size.rst b/...tors/cluster_based/algorithms/05_size.rst → ...tion/cluster_based/algorithms/05_size.rst
diff --git a/.../cluster_based/algorithms/06_size geo.rst → .../cluster_based/algorithms/06_size geo.rst b/.../cluster_based/algorithms/06_size geo.rst → .../cluster_based/algorithms/06_size geo.rst
diff --git a/...s/cluster_based/algorithms/07_density.rst → ...n/cluster_based/algorithms/07_density.rst b/...s/cluster_based/algorithms/07_density.rst → ...n/cluster_based/algorithms/07_density.rst
diff --git a/...ors/cluster_based/anomalies/01_basics.rst → ...ion/cluster_based/anomalies/01_basics.rst b/...ors/cluster_based/anomalies/01_basics.rst → ...ion/cluster_based/anomalies/01_basics.rst
diff --git a/...ectors/cluster_based/anomalies/02_new.rst → ...ection/cluster_based/anomalies/02_new.rst b/...ectors/cluster_based/anomalies/02_new.rst → ...ection/cluster_based/anomalies/02_new.rst
diff --git a/...uster_based/anomalies/03_disapperance.rst → ...uster_based/anomalies/03_disapperance.rst b/...uster_based/anomalies/03_disapperance.rst → ...uster_based/anomalies/03_disapperance.rst
diff --git a/...tors/cluster_based/anomalies/04_drift.rst → ...tion/cluster_based/anomalies/04_drift.rst b/...tors/cluster_based/anomalies/04_drift.rst → ...tion/cluster_based/anomalies/04_drift.rst
diff --git a/...luster_based/anomalies/05_enlargement.rst → ...luster_based/anomalies/05_enlargement.rst b/...luster_based/anomalies/05_enlargement.rst → ...luster_based/anomalies/05_enlargement.rst
diff --git a/.../cluster_based/anomalies/06_shrinkage.rst → .../cluster_based/anomalies/06_shrinkage.rst b/.../cluster_based/anomalies/06_shrinkage.rst → .../cluster_based/anomalies/06_shrinkage.rst
diff --git a/...ter_based/anomalies/07_size_variation.rst → ...ter_based/anomalies/07_size_variation.rst b/...ter_based/anomalies/07_size_variation.rst → ...ter_based/anomalies/07_size_variation.rst
diff --git a/...CB-Anomaly-Detectors_class_diagram.drawio → ...CB-Anomaly-Detectors_class_diagram.drawio b/...CB-Anomaly-Detectors_class_diagram.drawio → ...CB-Anomaly-Detectors_class_diagram.drawio
diff --git a/...nomaly-Detectors_class_diagram.drawio.png → ...nomaly-Detectors_class_diagram.drawio.png b/...nomaly-Detectors_class_diagram.drawio.png → ...nomaly-Detectors_class_diagram.drawio.png
diff --git a/...s/common_algorithms/01_paga_algorithm.rst → ...n/common_algorithms/01_paga_algorithm.rst b/...s/common_algorithms/01_paga_algorithm.rst → ...n/common_algorithms/01_paga_algorithm.rst
diff --git a/...y_detectors/common_anomalies/01_point.rst → ...y_detection/common_anomalies/01_point.rst b/...y_detectors/common_anomalies/01_point.rst → ...y_detection/common_anomalies/01_point.rst
diff --git a/...y_detectors/common_anomalies/02_group.rst → ...y_detection/common_anomalies/02_group.rst b/...y_detectors/common_anomalies/02_group.rst → ...y_detection/common_anomalies/02_group.rst
diff --git a/...y_detectors/common_anomalies/03_drift.rst → ...y_detection/common_anomalies/03_drift.rst b/...y_detectors/common_anomalies/03_drift.rst → ...y_detection/common_anomalies/03_drift.rst
diff --git a/...ectors/common_anomalies/04_contextual.rst → ...ection/common_anomalies/04_contextual.rst b/...ectors/common_anomalies/04_contextual.rst → ...ection/common_anomalies/04_contextual.rst
diff --git a/...OA-Anomaly-Detectors_class_diagram.drawio → ...OA-Anomaly-Detectors_class_diagram.drawio b/...OA-Anomaly-Detectors_class_diagram.drawio → ...OA-Anomaly-Detectors_class_diagram.drawio
diff --git a/...nomaly-Detectors_class_diagram.drawio.png → ...nomaly-Detectors_class_diagram.drawio.png b/...nomaly-Detectors_class_diagram.drawio.png → ...nomaly-Detectors_class_diagram.drawio.png
diff --git a/...nomaly_detection/instance_based/images/MLPro-OA-Anomaly-Detectors-IB_class_diagram.drawio b/...nomaly_detection/instance_based/images/MLPro-OA-Anomaly-Detectors-IB_class_diagram.drawio
diff --git a/...reams/tasks/31_anomaly_predictors.rst.off → ..._prediction/10_anomaly_predictors.rst.off b/...reams/tasks/31_anomaly_predictors.rst.off → ..._prediction/10_anomaly_predictors.rst.off
diff --git a/...A_Anomaly_Predictors_class_diagram.drawio → ...A_Anomaly_Predictors_class_diagram.drawio b/...A_Anomaly_Predictors_class_diagram.drawio → ...A_Anomaly_Predictors_class_diagram.drawio
diff --git a/...omaly_Predictors_class_diagram.drawio.png → ...omaly_Predictors_class_diagram.drawio.png b/...omaly_Predictors_class_diagram.drawio.png → ...omaly_Predictors_class_diagram.drawio.png
diff --git a/...asks/drift_detectors/10_common_drifts.rst → ...s/40_drift_detection/10_common_drifts.rst b/...asks/drift_detectors/10_common_drifts.rst → ...s/40_drift_detection/10_common_drifts.rst
diff --git a/.../drift_detectors/20_common_algorithms.rst → ..._drift_detection/20_common_algorithms.rst b/.../drift_detectors/20_common_algorithms.rst → ..._drift_detection/20_common_algorithms.rst
diff --git a/...o_oa/streams/tasks/40_drift_detectors.rst → ...40_drift_detection/40_drift_detectors.rst b/...o_oa/streams/tasks/40_drift_detectors.rst → ...40_drift_detection/40_drift_detectors.rst
diff --git a/...asks/drift_detectors/30_cluster_based.rst → ...ection/cluster_based/30_cluster_based.rst b/...asks/drift_detectors/30_cluster_based.rst → ...ection/cluster_based/30_cluster_based.rst
diff --git a/.../appendix2/sub/pool/mlpro_oa/streams/40_drift_detection/cluster_based/algorithms/.gitkeep b/.../appendix2/sub/pool/mlpro_oa/streams/40_drift_detection/cluster_based/algorithms/.gitkeep
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diff --git a/...s/appendix2/sub/pool/mlpro_oa/streams/40_drift_detection/cluster_based/anomalies/.gitkeep b/...s/appendix2/sub/pool/mlpro_oa/streams/40_drift_detection/cluster_based/anomalies/.gitkeep
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diff --git a/...-Drift-Detectors_class_diagram.drawio.bkp → ...-Drift-Detectors_class_diagram.drawio.bkp b/...-Drift-Detectors_class_diagram.drawio.bkp → ...-Drift-Detectors_class_diagram.drawio.bkp
diff --git a/...A-CB-Drift-Detectors_class_diagram.drawio → ...A-CB-Drift-Detectors_class_diagram.drawio b/...A-CB-Drift-Detectors_class_diagram.drawio → ...A-CB-Drift-Detectors_class_diagram.drawio
diff --git a/...-Drift-Detectors_class_diagram.drawio.bkp → ...-Drift-Detectors_class_diagram.drawio.bkp b/...-Drift-Detectors_class_diagram.drawio.bkp → ...-Drift-Detectors_class_diagram.drawio.bkp
diff --git a/...o-OA-Drift-Detectors_class_diagram.drawio → ...o-OA-Drift-Detectors_class_diagram.drawio b/...o-OA-Drift-Detectors_class_diagram.drawio → ...o-OA-Drift-Detectors_class_diagram.drawio
diff --git a/...-Drift-Detectors_class_diagram.drawio.png → ...-Drift-Detectors_class_diagram.drawio.png b/...-Drift-Detectors_class_diagram.drawio.png → ...-Drift-Detectors_class_diagram.drawio.png
diff --git a/...appendix2/sub/pool/mlpro_oa/streams/40_drift_detection/instance_based/algorithms/.gitkeep b/...appendix2/sub/pool/mlpro_oa/streams/40_drift_detection/instance_based/algorithms/.gitkeep
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diff --git a/.../appendix2/sub/pool/mlpro_oa/streams/40_drift_detection/instance_based/anomalies/.gitkeep b/.../appendix2/sub/pool/mlpro_oa/streams/40_drift_detection/instance_based/anomalies/.gitkeep
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diff --git a/...ft_detection/instance_based/images/.$MLPro-OA-CB-Drift-Detectors_class_diagram.drawio.bkp b/...ft_detection/instance_based/images/.$MLPro-OA-CB-Drift-Detectors_class_diagram.drawio.bkp
diff --git a/...40_drift_detection/instance_based/images/MLPro-OA-CB-Drift-Detectors_class_diagram.drawio b/...40_drift_detection/instance_based/images/MLPro-OA-CB-Drift-Detectors_class_diagram.drawio
diff --git a/...eams/tasks/anomaly_detectors/images/.$MLPro-OA-Anomaly-Detectors_class_diagram.drawio.bkp b/...eams/tasks/anomaly_detectors/images/.$MLPro-OA-Anomaly-Detectors_class_diagram.drawio.bkp
diff --git a/...ool/mlpro_oa/streams/tasks/images/.$MLPro-OA-Preprocessing-Tasks_class_diagram.drawio.bkp b/...ool/mlpro_oa/streams/tasks/images/.$MLPro-OA-Preprocessing-Tasks_class_diagram.drawio.bkp