├── .gitignore ├── .idea ├── misc.xml ├── modules.xml ├── pyaad.iml ├── vcs.xml └── workspace.xml ├── LICENSE.txt ├── R ├── analyze_queried.R └── prepare_streaming_datasets.R ├── README.md ├── datasets └── anomaly │ ├── abalone │ └── fullsamples │ │ ├── abalone_1.csv │ │ ├── abalone_1_orig_labels.csv │ │ └── abalone_1_tsne.csv │ ├── ann_thyroid_1v3 │ └── fullsamples │ │ ├── ann_thyroid_1v3_1.csv │ │ ├── ann_thyroid_1v3_1_orig_labels.csv │ │ └── ann_thyroid_1v3_1_tsne.csv │ ├── cardiotocography_1 │ └── fullsamples │ │ ├── cardiotocography_1_1.csv │ │ ├── cardiotocography_1_1_orig_labels.csv │ │ └── cardiotocography_1_1_tsne.csv │ ├── covtype │ └── fullsamples │ │ ├── covtype_1.csv │ │ └── covtype_1_orig_labels.csv │ ├── covtype_sub │ └── fullsamples │ │ ├── covtype_sub_1.csv │ │ ├── covtype_sub_1_orig_labels.csv │ │ └── covtype_sub_1_tsne.csv │ ├── kddcup │ └── fullsamples │ │ ├── kddcup_1.csv │ │ └── kddcup_1_orig_labels.csv │ ├── kddcup_sub │ └── fullsamples │ │ ├── kddcup_sub_1.csv │ │ ├── kddcup_sub_1_orig_labels.csv │ │ └── kddcup_sub_1_tsne.csv │ ├── mammography │ └── fullsamples │ │ ├── mammography_1.csv │ │ └── mammography_1_orig_labels.csv │ ├── mammography_sub │ └── fullsamples │ │ ├── mammography_sub_1.csv │ │ ├── mammography_sub_1_orig_labels.csv │ │ └── mammography_sub_1_tsne.csv │ ├── shuttle_1v23567 │ └── fullsamples │ │ ├── shuttle_1v23567_1.csv │ │ └── shuttle_1v23567_1_orig_labels.csv │ ├── shuttle_sub │ └── fullsamples │ │ ├── shuttle_sub_1.csv │ │ ├── shuttle_sub_1_orig_labels.csv │ │ └── shuttle_sub_1_tsne.csv │ ├── toy │ └── fullsamples │ │ └── toy_1.csv │ ├── toy2 │ └── fullsamples │ │ └── toy2_1.csv │ └── yeast │ └── fullsamples │ ├── yeast_1.csv │ ├── yeast_1_orig_labels.csv │ └── yeast_1_tsne.csv ├── datasets_stream └── anomaly │ ├── covtype │ └── fullsamples │ │ └── covtype_1.csv │ └── kddcup │ └── fullsamples │ ├── kddcup_1.csv │ └── kddcup_1_orig_labels.csv ├── if_aad.sh ├── presentations ├── IDEA17_poster.pptx ├── IDEA17_slides.pptx └── IDEA17_video.mp4 ├── pyalad ├── HSTrees.py ├── __init__.py ├── aatp_iterative_gradient.py ├── alad.py ├── alad_constraints.py ├── alad_constraints_original.py ├── alad_iforest.py ├── alad_iforest_loss.py ├── alad_loss_functions.py ├── alad_simple.py ├── alad_support.py ├── app_globals.py ├── data_plotter.py ├── data_stream.py ├── ensemble_support.py ├── forest_aad_batch.py ├── forest_aad_detector.py ├── forest_aad_experiments.py ├── forest_aad_loss.py ├── forest_aad_main.py ├── forest_aad_stream.py ├── forest_aad_support.py ├── gp_support.py ├── isolation_forest_aad.py ├── isolation_forest_detector.py ├── isolation_forest_support.py ├── loda.py ├── loda_support.py ├── metrics.py ├── optimization.py ├── query_model.py ├── query_search.py ├── r_support.py ├── random_split_trees.py ├── results_support.py ├── summarize_alad_results.py ├── test_alad.py ├── test_feature_bagging.py ├── test_gradient_optimization.py ├── test_linear_solver.py ├── test_loda_units.py ├── test_optimization.py ├── 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