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Deep-SVDD-PyTorch lukasruff

197

679

mit

16

A PyTorch implementation of the Deep SVDD anomaly detection method

python pytorch icml-2018 deep-learning machine-learning anomaly-detection one-class-learning deep-anomaly-detection

Created 2018-10-15

82 commits to master branch, last one 5 years ago

DeepOD xuhongzuo

42

340

bsd-2-clause

9

Deep learning-based outlier/anomaly detection

anomaly-detection outlier-detection deep-anomaly-detection

Created 2022-10-28

328 commits to main branch, last one 19 days ago

Deep-SAD-PyTorch lukasruff

96

331

mit

11

A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.

python python3 pytorch deep-learning machine-learning anomaly-detection one-class-learning deep-anomaly-detection semi-supervised-learning

Created 2019-06-14

11 commits to master branch, last one 4 years ago

fcdd liznerski

60

218

mit

10

Repository for the Explainable Deep One-Class Classification paper

xai python pytorch mvtec-ad explanations deep-learning machine-learning anomaly-detection one-class-learning deep-anomaly-detection explainable-deepneuralnetwork

Created 2020-07-05

40 commits to master branch, last one 10 months ago

SOTA-Deep-Anomaly-Detection GuansongPang

19

101

unknown

4

List of implementation of SOTA deep anomaly detection methods

deep-learning anomaly-detection outlier-detection deep-anomaly-detection one-class-classification

Created 2021-10-05

13 commits to main branch, last one 2 years ago

gaussian-ad-mvtec ORippler

17

97

agpl-3.0

6

Code underlying our publication "Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection" at ICPR2020

mvtec mvtec-ad anomaly-detection transfer-learning deep-anomaly-detection one-class-classification

Created 2020-10-16

9 commits to main branch, last one about a year ago

CVDD-PyTorch lukasruff

20

67

mit

2

A PyTorch implementation of Context Vector Data Description (CVDD), a method for Anomaly Detection on text.

nlp python python3 pytorch deep-learning self-attention machine-learning anomaly-detection one-class-learning attention-mechanism deep-anomaly-detection

Created 2019-07-08

13 commits to master branch, last one 4 years ago