one-class-learning
There are 30 repositories under one-class-learning topic.
Xtra-Computing/thundersvm
ThunderSVM: A Fast SVM Library on GPUs and CPUs
lukasruff/Deep-SVDD-PyTorch
A PyTorch implementation of the Deep SVDD anomaly detection method
lukasruff/Deep-SAD-PyTorch
A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.
lukasruff/Deep-SVDD
Repository for the Deep One-Class Classification ICML 2018 paper
liznerski/fcdd
Repository for the Explainable Deep One-Class Classification paper
lukasruff/CVDD-PyTorch
A PyTorch implementation of Context Vector Data Description (CVDD), a method for Anomaly Detection on text.
nicococo/tilitools
[ti]ny [li]ttle machine learning [tool]box - Machine learning, anomaly detection, one-class classification, and structured output prediction
lukasruff/Classification-AD
Repository for the paper "Rethinking Assumptions in Anomaly Detection"
yashasvi97/IJCB2020_anomaly
Pytorch implementation of code used for one-class anomaly detection based face anti-spoofing
mala-lab/TAM-master
Official implementation of NeurIPS'23 paper "Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection"
patrickschlachter/deep-occ-using-ics
Deep One-Class Classification using Intra-Class Splitting
seonho-park/PGN_anomaly_detection
Prior Generating Networks for Anomaly Detection
liznerski/eoe
Repository for the Exposing Outlier Exposure paper
matlab-deep-learning/pillQC
A pill quality control dataset and associated anomaly detection example
kyuyeonpooh/nsl-kdd-autoencoder
Anomaly IDS using a one-class autoencoder.
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
JKozerawski/CLEAR-osoc
CLEAR: Cumulative LEARning for one-shot one-class image recognition (CVPR 2018)
aghasemi/alpud
ALPUD: Active Learning from Positive and Unlabeled Data
fahadsohrab/ssvdd
Subspace Support Vector Data Description
ToshiHayashi/OCITN
One-class classification approach using error of image transformation into one image
Anomaly-Detection-paper/Learning-Deep-Features-for-One-Class-Classification
Anomaly detection for deep SVDD
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.
lange-am/OCSVM_PLUS
Python library for one-class nu-SVM algorithm with "privileged information", compatible with scikit-learn
ToshiHayashi/OCSTN
One-class classification algorithm for univariate timeseries data
ChangYungHua/Alternative_algorithms_for_deep_SVDD
Deep SA-SVDD for Anomaly detection
ChangYungHua/Latent-space-AR
Novelty Detection
kfsgiorgos/multiview-oneclass
One-Class Classification Ensembles with Unsupervised Representations to Detect Novelty
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.
dhingratul/Fraud-Prediction
Fraud hosts with substantial amount of fraudulent traffic using the impression logs for selected IP addresses
tyhal/vlcs
VLCS: Vague One-Class Learning and Concept Summarization