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集合主题趋势排行榜
#

one-class-learning

Website
Wikipedia
https://static.github-zh.com/github_avatars/Xtra-Computing?size=40
Xtra-Computing / thundersvm

ThunderSVM: A Fast SVM Library on GPUs and CPUs

classificationregressionone-class-learningCUDAC++gpulibsvm
C++ 1.6 k
1 年前
https://static.github-zh.com/github_avatars/lukasruff?size=40
lukasruff / Deep-SVDD-PyTorch

#计算机科学#A PyTorch implementation of the Deep SVDD anomaly detection method

anomaly-detection深度学习one-class-learningPyTorchPython机器学习
Python 751
3 年前
https://static.github-zh.com/github_avatars/lukasruff?size=40
lukasruff / Deep-SAD-PyTorch

#计算机科学#A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.

anomaly-detection深度学习semi-supervised-learningone-class-learningPyTorchPython机器学习
Python 347
3 年前
https://static.github-zh.com/github_avatars/lukasruff?size=40
lukasruff / Deep-SVDD

#计算机科学#Repository for the Deep One-Class Classification ICML 2018 paper

anomaly-detection深度学习one-class-learningtheanoPython机器学习
Python 254
7 年前
https://static.github-zh.com/github_avatars/liznerski?size=40
liznerski / fcdd

#计算机科学#Repository for the Explainable Deep One-Class Classification paper

anomaly-detection深度学习one-class-learningxaiexplanations机器学习PyTorchPython
Python 232
2 年前
https://static.github-zh.com/github_avatars/lukasruff?size=40
lukasruff / CVDD-PyTorch

#自然语言处理#A PyTorch implementation of Context Vector Data Description (CVDD), a method for Anomaly Detection on text.

anomaly-detection深度学习self-attentionattention-mechanismone-class-learning自然语言处理PyTorchPython机器学习
Python 71
3 年前
https://static.github-zh.com/github_avatars/nicococo?size=40
nicococo / tilitools

#计算机科学#[ti]ny [li]ttle machine learning [tool]box - Machine learning, anomaly detection, one-class classification, and structured output prediction

anomaly-detectionone-class-learning机器学习structured-outputPython
Jupyter Notebook 44
7 年前
https://static.github-zh.com/github_avatars/mala-lab?size=40
mala-lab / TAM-master

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

anomaly-detectiongraph-anomaly-detectiongraph-neural-networksone-class-learning
Python 41
1 年前
https://static.github-zh.com/github_avatars/lukasruff?size=40
lukasruff / Classification-AD

#计算机科学#Repository for the paper "Rethinking Assumptions in Anomaly Detection"

anomaly-detection深度学习one-class-learning机器学习PyTorchPython
Python 35
2 年前
https://static.github-zh.com/github_avatars/yashasvi97?size=40
yashasvi97 / IJCB2020_anomaly

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

anomaly-detectionface-anti-spoofingone-class-learning
Python 26
5 年前
https://static.github-zh.com/github_avatars/patrickschlachter?size=40
patrickschlachter / deep-occ-using-ics

#计算机科学#Deep One-Class Classification using Intra-Class Splitting

深度学习anomaly-detectionone-class-learningPythonKeras
Python 15
6 年前
https://static.github-zh.com/github_avatars/seonho-park?size=40
seonho-park / PGN_anomaly_detection

#计算机科学#Prior Generating Networks for Anomaly Detection

anomaly-detection深度学习one-class-learningPyTorchPython
Python 14
5 年前
https://static.github-zh.com/github_avatars/liznerski?size=40
liznerski / eoe

#计算机科学#Repository for the Exposing Outlier Exposure paper

anomaly-detectioncifar-10clip深度学习imagenet机器学习one-class-learningoutlier-detectionPythonPyTorch
Python 12
10 个月前
https://static.github-zh.com/github_avatars/matlab-deep-learning?size=40
matlab-deep-learning / pillQC

#计算机科学#A pill quality control dataset and associated anomaly detection example

visualinspectionone-class-learning深度学习anomaly-detectionquality-assurancequality-control机器学习机器视觉
MATLAB 11
3 年前
https://static.github-zh.com/github_avatars/kyuyeonpooh?size=40
kyuyeonpooh / nsl-kdd-autoencoder

Anomaly IDS using a one-class autoencoder.

one-class-learningautoencoderanomaly-detection
Jupyter Notebook 10
6 年前
https://static.github-zh.com/github_avatars/chen0040?size=40
chen0040 / java-libsvm

Package provides the direct java conversion of the origin libsvm C codes as well as a number of adapter to make it easier to program with libsvm on Java

libsvmJavasvmone-class-learningregressionbinary-classificationsupervised-learningunsupervised-learninganomaly-detectionoutlier-detection
Java 6
8 年前
https://static.github-zh.com/github_avatars/JKozerawski?size=40
JKozerawski / CLEAR-osoc

#计算机科学#CLEAR: Cumulative LEARning for one-shot one-class image recognition (CVPR 2018)

one-class-learning深度学习机器视觉
Python 5
7 年前
https://static.github-zh.com/github_avatars/aghasemi?size=40
aghasemi / alpud

#计算机科学#ALPUD: Active Learning from Positive and Unlabeled Data

机器学习MATLABoctaveactive-learningone-class-learning
MATLAB 4
8 年前
https://static.github-zh.com/github_avatars/fahadsohrab?size=40
fahadsohrab / ssvdd

Subspace Support Vector Data Description

one-class-learning
MATLAB 4
3 年前
https://static.github-zh.com/github_avatars/ToshiHayashi?size=40
ToshiHayashi / OCITN

#计算机科学#One-class classification approach using error of image transformation into one image

one-class-learninganomaly-detection深度学习
Jupyter Notebook 3
1 年前
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