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Title: deepSVDD-master Download
  • Category:
  • Other systems
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  • File Size:
  • 6.75mb
  • Update:
  • 2018-03-27
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  • Uploaded by:
  • 刘晓颖
 Description: A deep one-class classification based method for the task of high-dimensional anomaly detection for large-scale applications.
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File list (Check if you may need any files):
FilenameSizeDate
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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