one-class-learning topic

List one-class-learning repositories

fcdd

217
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59
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Repository for the Explainable Deep One-Class Classification paper

thundersvm

1.5k
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213
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ThunderSVM: A Fast SVM Library on GPUs and CPUs

Deep-SVDD-PyTorch

676
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195
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A PyTorch implementation of the Deep SVDD anomaly detection method

Deep-SVDD

241
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64
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Repository for the Deep One-Class Classification ICML 2018 paper

Deep-SAD-PyTorch

331
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96
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A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.

CVDD-PyTorch

67
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21
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A PyTorch implementation of Context Vector Data Description (CVDD), a method for Anomaly Detection on text.

Classification-AD

35
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8
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Repository for the paper "Rethinking Assumptions in Anomaly Detection"

tilitools

43
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17
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[ti]ny [li]ttle machine learning [tool]box - Machine learning, anomaly detection, one-class classification, and structured output prediction

IJCB2020_anomaly

24
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5
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Pytorch implementation of code used for one-class anomaly detection based face anti-spoofing

TAM-master

21
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2
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Official implementation of NeurIPS'23 paper "Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection"