GitHub topics: deep-anomaly-detection
mala-lab/Awesome-Deep-Graph-Anomaly-Detection
Official repository for survey paper "Deep Graph Anomaly Detection: A Survey and New Perspectives", including diverse types of resources for graph anomaly detection.
Size: 20.7 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 104 - Forks: 9
xuhongzuo/DeepOD
Deep learning-based outlier/anomaly detection
Language: Python - Size: 3.53 MB - Last synced at: 24 days ago - Pushed at: 9 months ago - Stars: 505 - Forks: 58
lukasruff/Deep-SVDD-PyTorch
A PyTorch implementation of the Deep SVDD anomaly detection method
Language: Python - Size: 2.1 MB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 713 - Forks: 201
liznerski/eoe
Repository for the Exposing Outlier Exposure paper
Language: Python - Size: 5.51 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 10 - Forks: 3
mala-lab/DevNet
Official implementation of KDD'19 paper "Deep Anomaly Detection with Deviation Networks"
Language: Python - Size: 33 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
dsat4301/anomaly_detection
Implementation of anomaly detection approaches as scikit-learn estimators
Language: Python - Size: 131 KB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0
lukasruff/Deep-SAD-PyTorch
A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.
Language: Python - Size: 658 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 318 - Forks: 91
lukasruff/Deep-SVDD
Repository for the Deep One-Class Classification ICML 2018 paper
Language: Python - Size: 65.4 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 227 - Forks: 65
liznerski/fcdd
Repository for the Explainable Deep One-Class Classification paper
Language: Python - Size: 3.37 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 210 - Forks: 57
ORippler/gaussian-ad-mvtec
Code underlying our publication "Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection" at ICPR2020
Language: Python - Size: 77.1 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 93 - Forks: 17
GuansongPang/SOTA-Deep-Anomaly-Detection
List of implementation of SOTA deep anomaly detection methods
Size: 22.5 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 72 - Forks: 16
lukasruff/CVDD-PyTorch
A PyTorch implementation of Context Vector Data Description (CVDD), a method for Anomaly Detection on text.
Language: Python - Size: 35.2 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 58 - Forks: 20
lukasruff/Classification-AD
Repository for the paper "Rethinking Assumptions in Anomaly Detection"
Language: Python - Size: 352 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 8