one-class-learning

There are 11 repositories under one-class-learning topic.

Xtra-Computing / thundersvm
ThunderSVM: A Fast SVM Library on GPUs and CPUs
classification regression one-class-learning cuda c-plus-plus gpu libsvm
Language:C++ 1535
lukasruff / Deep-SVDD-PyTorch
A PyTorch implementation of the Deep SVDD anomaly detection method
anomaly-detection deep-anomaly-detection deep-learning icml-2018 machine-learning one-class-learning python pytorch
Language:Python 669
lukasruff / Deep-SAD-PyTorch
A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.
anomaly-detection deep-learning semi-supervised-learning one-class-learning pytorch python python3 machine-learning deep-anomaly-detection
Language:Python 329
lukasruff / Deep-SVDD
Repository for the Deep One-Class Classification ICML 2018 paper
anomaly-detection deep-anomaly-detection deep-learning icml-2018 machine-learning one-class-learning python theano
Language:Python 240
liznerski / fcdd
Repository for the Explainable Deep One-Class Classification paper
anomaly-detection deep-learning one-class-learning xai explanations explainable-deepneuralnetwork machine-learning deep-anomaly-detection pytorch python mvtec-ad
Language:Python 217
lukasruff / CVDD-PyTorch
A PyTorch implementation of Context Vector Data Description (CVDD), a method for Anomaly Detection on text.
anomaly-detection deep-learning self-attention attention-mechanism one-class-learning nlp pytorch python python3 machine-learning deep-anomaly-detection
Language:Python 64
nicococo / tilitools
[ti]ny [li]ttle machine learning [tool]box - Machine learning, anomaly detection, one-class classification, and structured output prediction
anomaly-detection machine-learning one-class-learning python structured-output
Language:Jupyter Notebook 43
lukasruff / Classification-AD
Repository for the paper "Rethinking Assumptions in Anomaly Detection"
anomaly-detection deep-learning one-class-classification one-class-learning deep-anomaly-detection machine-learning pytorch python python3
Language:Python 35
yashasvi97 / IJCB2020_anomaly
Pytorch implementation of code used for one-class anomaly detection based face anti-spoofing
anomaly-detection face-anti-spoofing one-class-learning
Language:Python 24
mala-lab / TAM-master
Official implementation of NeurIPS'23 paper "Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection"
anomaly-detection graph-anomaly-detection graph-neural-networks one-class-learning
Language:Python 21
patrickschlachter / deep-occ-using-ics
Deep One-Class Classification using Intra-Class Splitting
deep-learning one-class-classification intra-class-splitting anomaly-detection one-class one-class-learning python keras
Language:Python 13
seonho-park / PGN_anomaly_detection
Prior Generating Networks for Anomaly Detection
anomaly-detection deep-learning one-class-classification one-class-learning pytorch python
Language:Python 13
kyuyeonpooh / nsl-kdd-autoencoder
Anomaly IDS using a one-class autoencoder.
nsl-kdd one-class-learning autoencoder anomaly-detection
Language:Jupyter Notebook 9
liznerski / eoe
Repository for the Exposing Outlier Exposure paper
anomaly-detection bce cifar-10 bce-cl clip clip-ad cub deep-anomaly-detection deep-learning dtd hsc imagenet machine-learning mvtec-ad one-class-learning outlier-detection outlier-exposure python pytorch
Language:Python 9
matlab-deep-learning / pillQC
A pill quality control dataset and associated anomaly detection example
visual inspection pill one-class-learning deep-learning anomaly-detection quality-assurance quality-control machine-learning computer-vision machine-vision matlab-deep-learning
Language:MATLAB 9
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
anomaly-detection binary-classification java libsvm libsvm-format multi-class-classification one-class-learning outlier-detection regression supervised-learning svm unsupervised-learning
Language:Java 6
JKozerawski / CLEAR-osoc
CLEAR: Cumulative LEARning for one-shot one-class image recognition (CVPR 2018)
computer-vision deep-learning one-class-learning one-shot-learning
Language:Python 5
aghasemi / alpud
ALPUD: Active Learning from Positive and Unlabeled Data
machine-learning-algorithms machine-learning matlab octave active-learning one-class-learning
Language:MATLAB 4
ssvdd
fahadsohrab / ssvdd
Subspace Support Vector Data Description
one-class-learning one-class-classification svdd subspace-learning anamoly-detection
Language:MATLAB 4
ToshiHayashi / OCITN
One-class classification approach using error of image transformation into one image
one-class-classification one-class-learning anomaly-detection anomaly-detection-algorithm lenna image-transformation deep-learning information-sciences self-supervision pretext-task
Language:Jupyter Notebook 3
Anomaly-Detection-paper / Learning-Deep-Features-for-One-Class-Classification
Anomaly detection for deep SVDD
svdd anomaly-detection one-class-learning
Language:Jupyter Notebook 2
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.
computer-vision convolutional-neural-networks data-augumentation deep-learning deep-neural-networks h2o image-classification image-processing image-recognition keras multi-layer-perceptron natural-language-processing neural-network one-class-learning opencv python pytorch spacy tensorflow video-analytics
Language:Jupyter Notebook 1
lange-am / OCSVM_PLUS
Python library for one-class nu-SVM algorithm with "privileged information", compatible with scikit-learn
anomaly-detection svm one-class-learning
Language:Cython 1
ToshiHayashi / OCSTN
One-class classification algorithm for univariate timeseries data
algorithm classification one-class-classification one-class-learning
Language:Jupyter Notebook 1
ChangYungHua / Alternative_algorithms_for_deep_SVDD
Deep SA-SVDD for Anomaly detection
anomaly-detection convex-optimization deep-learning one-class-learning
Language:Jupyter Notebook 0
ChangYungHua / Latent-space-AR
Novelty Detection
anomaly-detection autoencoder autoregression deep-learning one-class-learning
Language:Jupyter Notebook 0
kfsgiorgos / multiview-oneclass
One-Class Classification Ensembles with Unsupervised Representations to Detect Novelty
one-class-learning representation-learning anomaly-detection
Language:R 0
sushant-09 / Dealing-with-Class-Imbalance-in-ML
Most existing classification approaches assume the underlying training set is evenly distributed but many real-world classification problems have an imbalanced class distribution, such as rare disease identification, fraud detection, spam detection, churn prediction, electricity theft & pilferage etc.
machine-learning smote-sampling class-imbalance cost-sensitive-learning ensemble-learning one-class-learning
Language:Jupyter Notebook 0
dhingratul / Fraud-Prediction
Fraud hosts with substantial amount of fraudulent traffic using the impression logs for selected IP addresses
fraud-detection botnet botnet-detection impression-logs fraud-host sklearn one-class-learning one-class-svm
Language:Jupyter Notebook
tyhal / vlcs
VLCS: Vague One-Class Learning and Concept Summarization
concept-summarization data-mining moa one-class-learning weka
Language:Java

one-class-learning

Xtra-Computing / thundersvm

lukasruff / Deep-SVDD-PyTorch

lukasruff / Deep-SAD-PyTorch

lukasruff / Deep-SVDD

liznerski / fcdd

lukasruff / CVDD-PyTorch

nicococo / tilitools

lukasruff / Classification-AD

yashasvi97 / IJCB2020_anomaly

mala-lab / TAM-master

patrickschlachter / deep-occ-using-ics

seonho-park / PGN_anomaly_detection

kyuyeonpooh / nsl-kdd-autoencoder

liznerski / eoe

matlab-deep-learning / pillQC

chen0040 / java-libsvm

JKozerawski / CLEAR-osoc

aghasemi / alpud

fahadsohrab / ssvdd

ToshiHayashi / OCITN

Anomaly-Detection-paper / Learning-Deep-Features-for-One-Class-Classification

bnriiitb / Deep-Learning

lange-am / OCSVM_PLUS

ToshiHayashi / OCSTN

ChangYungHua / Alternative_algorithms_for_deep_SVDD

ChangYungHua / Latent-space-AR

kfsgiorgos / multiview-oneclass

sushant-09 / Dealing-with-Class-Imbalance-in-ML

dhingratul / Fraud-Prediction

tyhal / vlcs