GitHub topics: one-class-learning
Xtra-Computing/thundersvm
ThunderSVM: A Fast SVM Library on GPUs and CPUs
Language: C++ - Size: 4.76 MB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 1,591 - Forks: 221
matlab-deep-learning/pillQC
A pill quality control dataset and associated anomaly detection example
Language: MATLAB - Size: 171 MB - Last synced at: 21 days ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 4
lukasruff/Deep-SVDD-PyTorch
A PyTorch implementation of the Deep SVDD anomaly detection method
Language: Python - Size: 2.1 MB - Last synced at: 5 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: 8 months ago - Pushed at: 8 months ago - Stars: 10 - Forks: 3
mala-lab/TAM-master
Official implementation of NeurIPS'23 paper "Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection"
Language: Python - Size: 9.59 MB - Last synced at: 11 months ago - Pushed at: 12 months ago - Stars: 21 - Forks: 2
fahadsohrab/ssvdd
Subspace Support Vector Data Description
Language: MATLAB - Size: 315 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 2
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: over 1 year ago - Stars: 210 - Forks: 57
seonho-park/PGN_anomaly_detection
Prior Generating Networks for Anomaly Detection
Language: Python - Size: 938 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 6
aghasemi/alpud
ALPUD: Active Learning from Positive and Unlabeled Data
Language: Matlab - Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 1
ToshiHayashi/OCSTN
One-class classification algorithm for univariate timeseries data
Language: Jupyter Notebook - Size: 451 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
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: about 2 years ago - Pushed at: almost 3 years ago - Stars: 58 - Forks: 20
tyhal/vlcs 📦
VLCS: Vague One-Class Learning and Concept Summarization
Language: Java - Size: 12 MB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 1
yashasvi97/IJCB2020_anomaly
Pytorch implementation of code used for one-class anomaly detection based face anti-spoofing
Language: Python - Size: 25.4 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 20 - Forks: 4
lukasruff/Classification-AD
Repository for the paper "Rethinking Assumptions in Anomaly Detection"
Language: Python - Size: 352 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 8
nicococo/tilitools
[ti]ny [li]ttle machine learning [tool]box - Machine learning, anomaly detection, one-class classification, and structured output prediction
Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 39 - Forks: 17
ToshiHayashi/OCITN
One-class classification approach using error of image transformation into one image
Language: Jupyter Notebook - Size: 1.94 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0
kfsgiorgos/multiview-oneclass
One-Class Classification Ensembles with Unsupervised Representations to Detect Novelty
Language: R - Size: 66 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0
kyuyeonpooh/nsl-kdd-autoencoder
Anomaly IDS using a one-class autoencoder.
Language: Jupyter Notebook - Size: 48.1 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 0
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
Language: Java - Size: 249 KB - Last synced at: 18 days ago - Pushed at: almost 8 years ago - Stars: 6 - Forks: 2
lange-am/OCSVM_PLUS
Python library for one-class nu-SVM algorithm with "privileged information", compatible with scikit-learn
Language: Cython - Size: 3.13 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
bnriiitb/Deep-Learning
This repository contains all the Deep Learning projects that I have developed/worked in the areas of Natural Language Processing and Computer Vision by using the deep learning frameworks such as tensorflow, opencv, keras, spacy and pytorch.
Language: Jupyter Notebook - Size: 144 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 3
dhingratul/Fraud-Prediction
Fraud hosts with substantial amount of fraudulent traffic using the impression logs for selected IP addresses
Language: Jupyter Notebook - Size: 108 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0
