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.)
(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 |