├── .gitignore ├── .project-metadata.yaml ├── LICENSE.txt ├── README.md ├── app ├── backend │ └── app.py └── frontend │ ├── .gitignore │ ├── README.md │ ├── build │ ├── asset-manifest.json │ ├── favicon.ico │ ├── index.html │ ├── logo192.png │ ├── logo512.png │ ├── manifest.json │ ├── precache-manifest.da1d26bbf3206480e00f3c2f2c3d4a08.js │ ├── robots.txt │ ├── screen.jpg │ ├── service-worker.js │ └── static │ │ ├── css │ │ ├── main.abfd4ee1.chunk.css │ │ └── main.abfd4ee1.chunk.css.map │ │ └── js │ │ ├── 2.53fdf892.chunk.js │ │ ├── 2.53fdf892.chunk.js.LICENSE.txt │ │ ├── 2.53fdf892.chunk.js.map │ │ ├── main.4836c607.chunk.js │ │ ├── main.4836c607.chunk.js.map │ │ ├── runtime-main.8dc0443e.js │ │ └── runtime-main.8dc0443e.js.map │ ├── package-lock.json │ ├── package.json │ ├── public │ ├── favicon.ico │ ├── index.html │ ├── logo192.png │ ├── logo512.png │ ├── manifest.json │ ├── robots.txt │ └── screen.jpg │ ├── src │ ├── components │ │ ├── Main.js │ │ ├── detailview │ │ │ ├── DetailView.jsx │ │ │ └── detailview.css │ │ ├── groupview │ │ │ ├── GroupView.jsx │ │ │ └── groupview.css │ │ ├── header │ │ │ ├── Header.jsx │ │ │ └── header.css │ │ ├── helperfunctions │ │ │ └── HelperFunctions.jsx │ │ └── main.css │ ├── index.js │ ├── serviceWorker.js │ ├── setupTests.js │ └── template.scss │ └── yarn.lock ├── cml └── install_deps.py ├── data ├── kdd │ ├── 8020 │ │ ├── test_inliers.csv │ │ ├── test_outliers.csv │ │ ├── train_inliers.csv │ │ ├── train_outliers.csv │ │ ├── val_inliers.csv │ │ └── val_outliers.csv │ ├── 9010 │ │ ├── test_inliers.csv │ │ ├── test_outliers.csv │ │ ├── train_inliers.csv │ │ ├── train_outliers.csv │ │ ├── val_inliers.csv │ │ └── val_outliers.csv │ ├── all │ │ ├── test_inliers.csv │ │ ├── test_outliers.csv │ │ ├── train_inliers.csv │ │ ├── train_outliers.csv │ │ ├── val_inliers.csv │ │ └── val_outliers.csv │ ├── test.csv │ ├── train.csv │ └── training_attack_types.txt └── kdd_data_gen.py ├── metrics ├── ae │ ├── histogram.png │ ├── metrics.json │ ├── metrics.png │ └── roc.png ├── bigan │ ├── histogram.png │ ├── metrics.png │ └── roc.png ├── ocsvm │ ├── histogram.png │ ├── metrics.png │ └── roc.png ├── pca │ ├── histogram.png │ ├── metrics.png │ └── roc.png ├── seq2seq │ ├── histogram.png │ ├── metrics.png │ └── roc.png ├── testresult.png └── vae │ ├── histogram.png │ ├── metrics.png │ └── roc.png ├── models ├── __init__.py ├── ae.py ├── bigan.py ├── ocsvm.py ├── pca.py ├── seq2seq.py └── vae.py ├── requirements.txt ├── test.py ├── train.py └── utils ├── data_utils.py ├── eval_utils.py └── train_utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/.gitignore -------------------------------------------------------------------------------- /.project-metadata.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/.project-metadata.yaml -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/LICENSE.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/README.md -------------------------------------------------------------------------------- /app/backend/app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/backend/app.py -------------------------------------------------------------------------------- /app/frontend/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/.gitignore -------------------------------------------------------------------------------- /app/frontend/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/README.md -------------------------------------------------------------------------------- /app/frontend/build/asset-manifest.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/asset-manifest.json -------------------------------------------------------------------------------- /app/frontend/build/favicon.ico: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/favicon.ico -------------------------------------------------------------------------------- /app/frontend/build/index.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/index.html -------------------------------------------------------------------------------- /app/frontend/build/logo192.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/logo192.png -------------------------------------------------------------------------------- /app/frontend/build/logo512.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/logo512.png -------------------------------------------------------------------------------- /app/frontend/build/manifest.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/manifest.json -------------------------------------------------------------------------------- /app/frontend/build/precache-manifest.da1d26bbf3206480e00f3c2f2c3d4a08.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/precache-manifest.da1d26bbf3206480e00f3c2f2c3d4a08.js -------------------------------------------------------------------------------- /app/frontend/build/robots.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/robots.txt -------------------------------------------------------------------------------- /app/frontend/build/screen.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/screen.jpg -------------------------------------------------------------------------------- /app/frontend/build/service-worker.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/service-worker.js -------------------------------------------------------------------------------- /app/frontend/build/static/css/main.abfd4ee1.chunk.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/static/css/main.abfd4ee1.chunk.css -------------------------------------------------------------------------------- /app/frontend/build/static/css/main.abfd4ee1.chunk.css.map: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/static/css/main.abfd4ee1.chunk.css.map -------------------------------------------------------------------------------- /app/frontend/build/static/js/2.53fdf892.chunk.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/static/js/2.53fdf892.chunk.js -------------------------------------------------------------------------------- /app/frontend/build/static/js/2.53fdf892.chunk.js.LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/static/js/2.53fdf892.chunk.js.LICENSE.txt -------------------------------------------------------------------------------- /app/frontend/build/static/js/2.53fdf892.chunk.js.map: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/static/js/2.53fdf892.chunk.js.map -------------------------------------------------------------------------------- /app/frontend/build/static/js/main.4836c607.chunk.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/static/js/main.4836c607.chunk.js -------------------------------------------------------------------------------- /app/frontend/build/static/js/main.4836c607.chunk.js.map: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/static/js/main.4836c607.chunk.js.map -------------------------------------------------------------------------------- /app/frontend/build/static/js/runtime-main.8dc0443e.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/static/js/runtime-main.8dc0443e.js -------------------------------------------------------------------------------- /app/frontend/build/static/js/runtime-main.8dc0443e.js.map: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/build/static/js/runtime-main.8dc0443e.js.map -------------------------------------------------------------------------------- /app/frontend/package-lock.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/package-lock.json -------------------------------------------------------------------------------- /app/frontend/package.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/package.json -------------------------------------------------------------------------------- /app/frontend/public/favicon.ico: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/public/favicon.ico -------------------------------------------------------------------------------- /app/frontend/public/index.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/public/index.html -------------------------------------------------------------------------------- /app/frontend/public/logo192.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/public/logo192.png -------------------------------------------------------------------------------- /app/frontend/public/logo512.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/public/logo512.png -------------------------------------------------------------------------------- /app/frontend/public/manifest.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/public/manifest.json -------------------------------------------------------------------------------- /app/frontend/public/robots.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/public/robots.txt -------------------------------------------------------------------------------- /app/frontend/public/screen.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/public/screen.jpg -------------------------------------------------------------------------------- /app/frontend/src/components/Main.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/src/components/Main.js -------------------------------------------------------------------------------- /app/frontend/src/components/detailview/DetailView.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/src/components/detailview/DetailView.jsx -------------------------------------------------------------------------------- /app/frontend/src/components/detailview/detailview.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/src/components/detailview/detailview.css -------------------------------------------------------------------------------- /app/frontend/src/components/groupview/GroupView.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/src/components/groupview/GroupView.jsx -------------------------------------------------------------------------------- /app/frontend/src/components/groupview/groupview.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/src/components/groupview/groupview.css -------------------------------------------------------------------------------- /app/frontend/src/components/header/Header.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/src/components/header/Header.jsx -------------------------------------------------------------------------------- /app/frontend/src/components/header/header.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/src/components/header/header.css -------------------------------------------------------------------------------- /app/frontend/src/components/helperfunctions/HelperFunctions.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/src/components/helperfunctions/HelperFunctions.jsx -------------------------------------------------------------------------------- /app/frontend/src/components/main.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/src/components/main.css -------------------------------------------------------------------------------- /app/frontend/src/index.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/src/index.js -------------------------------------------------------------------------------- /app/frontend/src/serviceWorker.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/src/serviceWorker.js -------------------------------------------------------------------------------- /app/frontend/src/setupTests.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/src/setupTests.js -------------------------------------------------------------------------------- /app/frontend/src/template.scss: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/src/template.scss -------------------------------------------------------------------------------- /app/frontend/yarn.lock: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/app/frontend/yarn.lock -------------------------------------------------------------------------------- /cml/install_deps.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/cml/install_deps.py -------------------------------------------------------------------------------- /data/kdd/8020/test_inliers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/8020/test_inliers.csv -------------------------------------------------------------------------------- /data/kdd/8020/test_outliers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/8020/test_outliers.csv -------------------------------------------------------------------------------- /data/kdd/8020/train_inliers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/8020/train_inliers.csv -------------------------------------------------------------------------------- /data/kdd/8020/train_outliers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/8020/train_outliers.csv -------------------------------------------------------------------------------- /data/kdd/8020/val_inliers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/8020/val_inliers.csv -------------------------------------------------------------------------------- /data/kdd/8020/val_outliers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/8020/val_outliers.csv -------------------------------------------------------------------------------- /data/kdd/9010/test_inliers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/9010/test_inliers.csv -------------------------------------------------------------------------------- /data/kdd/9010/test_outliers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/9010/test_outliers.csv -------------------------------------------------------------------------------- /data/kdd/9010/train_inliers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/9010/train_inliers.csv -------------------------------------------------------------------------------- /data/kdd/9010/train_outliers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/9010/train_outliers.csv -------------------------------------------------------------------------------- /data/kdd/9010/val_inliers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/9010/val_inliers.csv -------------------------------------------------------------------------------- /data/kdd/9010/val_outliers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/9010/val_outliers.csv -------------------------------------------------------------------------------- /data/kdd/all/test_inliers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/all/test_inliers.csv -------------------------------------------------------------------------------- /data/kdd/all/test_outliers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/all/test_outliers.csv -------------------------------------------------------------------------------- /data/kdd/all/train_inliers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/all/train_inliers.csv -------------------------------------------------------------------------------- /data/kdd/all/train_outliers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/all/train_outliers.csv -------------------------------------------------------------------------------- /data/kdd/all/val_inliers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/all/val_inliers.csv -------------------------------------------------------------------------------- /data/kdd/all/val_outliers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/all/val_outliers.csv -------------------------------------------------------------------------------- /data/kdd/test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/test.csv -------------------------------------------------------------------------------- /data/kdd/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/train.csv -------------------------------------------------------------------------------- /data/kdd/training_attack_types.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd/training_attack_types.txt -------------------------------------------------------------------------------- /data/kdd_data_gen.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/data/kdd_data_gen.py -------------------------------------------------------------------------------- /metrics/ae/histogram.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/ae/histogram.png -------------------------------------------------------------------------------- /metrics/ae/metrics.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/ae/metrics.json -------------------------------------------------------------------------------- /metrics/ae/metrics.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/ae/metrics.png -------------------------------------------------------------------------------- /metrics/ae/roc.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/ae/roc.png -------------------------------------------------------------------------------- /metrics/bigan/histogram.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/bigan/histogram.png -------------------------------------------------------------------------------- /metrics/bigan/metrics.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/bigan/metrics.png -------------------------------------------------------------------------------- /metrics/bigan/roc.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/bigan/roc.png -------------------------------------------------------------------------------- /metrics/ocsvm/histogram.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/ocsvm/histogram.png -------------------------------------------------------------------------------- /metrics/ocsvm/metrics.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/ocsvm/metrics.png -------------------------------------------------------------------------------- /metrics/ocsvm/roc.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/ocsvm/roc.png -------------------------------------------------------------------------------- /metrics/pca/histogram.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/pca/histogram.png -------------------------------------------------------------------------------- /metrics/pca/metrics.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/pca/metrics.png -------------------------------------------------------------------------------- /metrics/pca/roc.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/pca/roc.png -------------------------------------------------------------------------------- /metrics/seq2seq/histogram.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/seq2seq/histogram.png -------------------------------------------------------------------------------- /metrics/seq2seq/metrics.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/seq2seq/metrics.png -------------------------------------------------------------------------------- /metrics/seq2seq/roc.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/seq2seq/roc.png -------------------------------------------------------------------------------- /metrics/testresult.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/testresult.png -------------------------------------------------------------------------------- /metrics/vae/histogram.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/vae/histogram.png -------------------------------------------------------------------------------- /metrics/vae/metrics.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/vae/metrics.png -------------------------------------------------------------------------------- /metrics/vae/roc.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/metrics/vae/roc.png -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /models/ae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/models/ae.py -------------------------------------------------------------------------------- /models/bigan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/models/bigan.py -------------------------------------------------------------------------------- /models/ocsvm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/models/ocsvm.py -------------------------------------------------------------------------------- /models/pca.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/models/pca.py -------------------------------------------------------------------------------- /models/seq2seq.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/models/seq2seq.py -------------------------------------------------------------------------------- /models/vae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/models/vae.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/requirements.txt -------------------------------------------------------------------------------- /test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/test.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/train.py -------------------------------------------------------------------------------- /utils/data_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/utils/data_utils.py -------------------------------------------------------------------------------- /utils/eval_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/utils/eval_utils.py -------------------------------------------------------------------------------- /utils/train_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cloudera/CML_AMP_Anomaly_Detection/HEAD/utils/train_utils.py --------------------------------------------------------------------------------