文件名称:deepSVDD-master
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A deep one-class classification based method for the task of high-dimensional anomaly detection for large-scale applications.
This repository includes the code for the experiments carried out for the Master’s Thesis “Deep Support Vector Data Descr iption” by Lukas Ruff, Humboldt University of Berlin.(A deep one-class classification based method for the task of high-dimensional anomaly detection for large-scale applications.)
This repository includes the code for the experiments carried out for the Master’s Thesis “Deep Support Vector Data Descr iption” by Lukas Ruff, Humboldt University of Berlin.(A deep one-class classification based method for the task of high-dimensional anomaly detection for large-scale applications.)
相关搜索： deepSVDD matlab
(系统自动生成,下载前可以参看下载内容)
下载文件列表
| 文件名 | 大小 | 更新时间 |
|---|---|---|
| deepSVDD-master | 0 | 2017-10-06 |
| deepSVDD-master\.gitignore | 987 | 2017-10-06 |
| deepSVDD-master\LICENSE | 1072 | 2017-10-06 |
| deepSVDD-master\README.md | 2518 | 2017-10-06 |
| deepSVDD-master\data | 0 | 2017-10-06 |
| deepSVDD-master\data\.gitkeep | 0 | 2017-10-06 |
| deepSVDD-master\deepSVDD.pdf | 7140765 | 2017-10-06 |
| deepSVDD-master\log | 0 | 2017-10-06 |
| deepSVDD-master\log\.gitkeep | 0 | 2017-10-06 |
| deepSVDD-master\requirements.txt | 598 | 2017-10-06 |
| deepSVDD-master\src | 0 | 2017-10-06 |
| deepSVDD-master\src\__init__.py | 0 | 2017-10-06 |
| deepSVDD-master\src\autoencoder.py | 13005 | 2017-10-06 |
| deepSVDD-master\src\baseline.py | 17607 | 2017-10-06 |
| deepSVDD-master\src\baseline_kde.py | 3927 | 2017-10-06 |
| deepSVDD-master\src\baseline_ocsvm.py | 4114 | 2017-10-06 |
| deepSVDD-master\src\config.py | 3004 | 2017-10-06 |
| deepSVDD-master\src\datasets | 0 | 2017-10-06 |
| deepSVDD-master\src\datasets\__init__.py | 0 | 2017-10-06 |
| deepSVDD-master\src\datasets\__local__.py | 109 | 2017-10-06 |
| deepSVDD-master\src\datasets\adult.py | 1463 | 2017-10-06 |
| deepSVDD-master\src\datasets\augmentation.py | 369 | 2017-10-06 |
| deepSVDD-master\src\datasets\base.py | 2642 | 2017-10-06 |
| deepSVDD-master\src\datasets\bedroom.py | 9816 | 2017-10-06 |
| deepSVDD-master\src\datasets\cifar10.py | 13815 | 2017-10-06 |
| deepSVDD-master\src\datasets\iterator.py | 1256 | 2017-10-06 |
| deepSVDD-master\src\datasets\main.py | 1057 | 2017-10-06 |
| deepSVDD-master\src\datasets\mnist.py | 11844 | 2017-10-06 |
| deepSVDD-master\src\datasets\normal.py | 5212 | 2017-10-06 |
| deepSVDD-master\src\datasets\preprocessing.py | 10710 | 2017-10-06 |
| deepSVDD-master\src\datasets\toy.py | 9802 | 2017-10-06 |
| deepSVDD-master\src\deprecated | 0 | 2017-10-06 |
| deepSVDD-master\src\deprecated\toy_exp.py | 6273 | 2017-10-06 |
| deepSVDD-master\src\deprecated\toy_normal_exp1.py | 12636 | 2017-10-06 |
| deepSVDD-master\src\experiments | 0 | 2017-10-06 |
| deepSVDD-master\src\experiments\bedroom_svdd_experiments.sh | 69 | 2017-10-06 |
| deepSVDD-master\src\experiments\cifar10_cae_experiments.sh | 800 | 2017-10-06 |
| deepSVDD-master\src\experiments\cifar10_kde_experiments.sh | 560 | 2017-10-06 |
| deepSVDD-master\src\experiments\cifar10_ocsvm_experiments.sh | 1912 | 2017-10-06 |
| deepSVDD-master\src\experiments\cifar10_svdd_experiments_adam.sh | 830 | 2017-10-06 |
| deepSVDD-master\src\experiments\cifar10_svdd_experiments_adam_supervised_init.sh | 1120 | 2017-10-06 |
| deepSVDD-master\src\experiments\cifar10_svdd_experiments_adam_wo_dict_init.sh | 2021 | 2017-10-06 |
| deepSVDD-master\src\experiments\cifar10_svdd_experiments_adam_wo_wd.sh | 1881 | 2017-10-06 |
| deepSVDD-master\src\experiments\cifar10_svdd_experiments_momentum.sh | 1961 | 2017-10-06 |
| deepSVDD-master\src\experiments\mnist_cae_experiments.sh | 770 | 2017-10-06 |
| deepSVDD-master\src\experiments\mnist_kde_experiments.sh | 1040 | 2017-10-06 |
| deepSVDD-master\src\experiments\mnist_ocsvm_experiments.sh | 3942 | 2017-10-06 |
| deepSVDD-master\src\experiments\mnist_svdd_experiments_adam.sh | 879 | 2017-10-06 |
| deepSVDD-master\src\experiments\mnist_svdd_experiments_adam_supervised_init.sh | 2281 | 2017-10-06 |
| deepSVDD-master\src\experiments\mnist_svdd_experiments_adam_wo_dict_init.sh | 940 | 2017-10-06 |
| deepSVDD-master\src\experiments\mnist_svdd_experiments_adam_wo_wd.sh | 1880 | 2017-10-06 |
| deepSVDD-master\src\experiments\mnist_svdd_experiments_momentum.sh | 2961 | 2017-10-06 |
| deepSVDD-master\src\kde.py | 4844 | 2017-10-06 |
| deepSVDD-master\src\kernels | 0 | 2017-10-06 |
| deepSVDD-master\src\kernels\__init__.py | 85 | 2017-10-06 |
| deepSVDD-master\src\kernels\degree.py | 636 | 2017-10-06 |
| deepSVDD-master\src\kernels\weighted_degree.py | 1006 | 2017-10-06 |
| deepSVDD-master\src\layers | 0 | 2017-10-06 |
| deepSVDD-master\src\layers\__init__.py | 499 | 2017-10-06 |
| deepSVDD-master\src\layers\abs.py | 566 | 2017-10-06 |
| deepSVDD-master\src\layers\batch_norm.py | 2660 | 2017-10-06 |
| deepSVDD-master\src\layers\conv.py | 3293 | 2017-10-06 |
| deepSVDD-master\src\layers\dense.py | 3369 | 2017-10-06 |
| deepSVDD-master\src\layers\dimshuffle.py | 506 | 2017-10-06 |
| deepSVDD-master\src\layers\dropout.py | 933 | 2017-10-06 |
| deepSVDD-master\src\layers\fun.py | 13499 | 2017-10-06 |
| deepSVDD-master\src\layers\leaky_relu.py | 733 | 2017-10-06 |
| deepSVDD-master\src\layers\maxpool.py | 2308 | 2017-10-06 |
| deepSVDD-master\src\layers\norm.py | 728 | 2017-10-06 |
| deepSVDD-master\src\layers\ocsvm.py | 1062 | 2017-10-06 |
| deepSVDD-master\src\layers\relu.py | 1457 | 2017-10-06 |
| deepSVDD-master\src\layers\reshape.py | 553 | 2017-10-06 |
| deepSVDD-master\src\layers\sigmoid.py | 500 | 2017-10-06 |
| deepSVDD-master\src\layers\softmax.py | 500 | 2017-10-06 |
| deepSVDD-master\src\layers\svm.py | 4455 | 2017-10-06 |
| deepSVDD-master\src\layers\unpool.py | 958 | 2017-10-06 |
| deepSVDD-master\src\layers\upscale.py | 635 | 2017-10-06 |
| deepSVDD-master\src\layers\weight_norm.py | 713 | 2017-10-06 |
| deepSVDD-master\src\neuralnet.py | 32952 | 2017-10-06 |
| deepSVDD-master\src\opt | 0 | 2017-10-06 |
| deepSVDD-master\src\opt\__init__.py | 0 | 2017-10-06 |
| deepSVDD-master\src\opt\sgd | 0 | 2017-10-06 |
| deepSVDD-master\src\opt\sgd\__init__.py | 39 | 2017-10-06 |
| deepSVDD-master\src\opt\sgd\train.py | 15218 | 2017-10-06 |
| deepSVDD-master\src\opt\sgd\updates.py | 30016 | 2017-10-06 |
| deepSVDD-master\src\scripts | 0 | 2017-10-06 |
| deepSVDD-master\src\scripts\bedroom_svdd.sh | 580 | 2017-10-06 |
| deepSVDD-master\src\scripts\cifar10_cae.sh | 699 | 2017-10-06 |
| deepSVDD-master\src\scripts\cifar10_kde.sh | 327 | 2017-10-06 |
| deepSVDD-master\src\scripts\cifar10_mc.sh | 456 | 2017-10-06 |
| deepSVDD-master\src\scripts\cifar10_ocsvm.sh | 328 | 2017-10-06 |
| deepSVDD-master\src\scripts\cifar10_svdd.sh | 664 | 2017-10-06 |
| deepSVDD-master\src\scripts\cifar10_svdd_mc_weights.sh | 681 | 2017-10-06 |
| deepSVDD-master\src\scripts\mnist_cae.sh | 672 | 2017-10-06 |
| deepSVDD-master\src\scripts\mnist_kde.sh | 282 | 2017-10-06 |
| deepSVDD-master\src\scripts\mnist_mc.sh | 382 | 2017-10-06 |
| deepSVDD-master\src\scripts\mnist_ocsvm.sh | 293 | 2017-10-06 |
| deepSVDD-master\src\scripts\mnist_svdd.sh | 692 | 2017-10-06 |
| deepSVDD-master\src\scripts\mnist_svdd_mc_weights.sh | 661 | 2017-10-06 |
| deepSVDD-master\src\svm.py | 8233 | 2017-10-06 |
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