├── .gitignore ├── C ├── Makefile ├── argparse.c ├── argparse.h ├── argparse_iforest.c ├── argparse_iforest.h ├── common.c ├── common.h ├── frames.c ├── frames.h ├── object.c ├── object.h ├── readwrite.c ├── readwrite.h ├── strfun.c ├── strfun.h ├── test.c ├── test.csv └── test.h ├── Forest.cpp ├── Forest.hpp ├── IsolationForest.cpp ├── IsolationForest.hpp ├── LICENSE ├── Makefile ├── OnlineIF.cpp ├── OnlineIF.hpp ├── README.md ├── Tree.cpp ├── Tree.hpp ├── cincl.hpp ├── main.cpp ├── main.hpp ├── test ├── R │ ├── AnomalyDiscoveryPlotBench.R │ ├── BarPlot.R │ ├── BarPlotBench.R │ ├── BarPlotIndParameters.R │ ├── CombineAUC.R │ ├── Convert2D.R │ ├── Evaluate.R │ ├── LossPlot.R │ ├── Optim.R │ ├── PerformancePlot.R │ ├── Plot.R │ ├── Plot2.R │ ├── ScaterPlotBench.R │ ├── Summary.R │ ├── TSNE.R │ ├── Test.R │ ├── get2Dpca.sh │ ├── get2Dtsne.sh │ └── plot2D.R ├── commands.txt ├── data │ ├── adult.data │ ├── ann_thyroid_1v3_1.csv │ ├── cardiotocography_1_1.csv │ ├── in.csv │ ├── in2.csv │ ├── in3.csv │ └── in4.csv ├── 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 ├── getAUC.m ├── outtest │ ├── ann_thyroid_1v3_1_summary_feed_0_losstype_logistic_updatetype_online_ngrad_1_reg_0_lrate_1_pwgt_0_inwgt_0_rtype_L2.csv │ └── ann_thyroid_1v3_1_summary_feed_10_losstype_logistic_updatetype_online_ngrad_1_reg_0_lrate_1_pwgt_0_inwgt_0_rtype_L2.csv ├── 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