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Topic: "one-class-classification"

ORippler/gaussian-ad-mvtec

Code underlying our publication "Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection" at ICPR2020

Language: Python - Size: 77.1 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 93 - Forks: 17

GuansongPang/SOTA-Deep-Anomaly-Detection

List of implementation of SOTA deep anomaly detection methods

Size: 22.5 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 72 - Forks: 16

tianyu0207/IGD

Official code for 'Deep One-Class Classification via Interpolated Gaussian Descriptor' [AAAI 2022 Oral]

Language: Python - Size: 23.2 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 57 - Forks: 8

google-research/spade_anomaly_detection

Semi-supervised anomaly detection method

Language: Python - Size: 7.35 MB - Last synced at: 21 days ago - Pushed at: 4 months ago - Stars: 45 - Forks: 4

xuhongzuo/couta

a time series anomaly detection method based on the calibrated one-class classifier

Language: Python - Size: 291 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 45 - Forks: 17

Y-oHr-N/kenchi 📦

A scikit-learn compatible library for anomaly detection

Language: Python - Size: 2.71 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 36 - Forks: 10

lukasruff/Classification-AD

Repository for the paper "Rethinking Assumptions in Anomaly Detection"

Language: Python - Size: 352 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 8

hs-jiang/FISVDD

Fast Incremental Support Vector Data Description implemented in Python

Language: Python - Size: 2.08 MB - Last synced at: 6 days ago - Pushed at: over 4 years ago - Stars: 30 - Forks: 12

bharathsudharsan/COVID-away

Code for paper 'Avoid touching your face: A hand-to-face 3d motion dataset (covid-away) and trained models for smartwatches'

Language: Python - Size: 102 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 18 - Forks: 4

tim5go/awesome-one-class-classification

A curated list of awesome resources dedicated to One Class Classification.

Size: 19.5 KB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 17 - Forks: 2

bharathsudharsan/Edge2Guard

Code for PerCom paper 'Edge2Guard: Botnet Attacks Detecting Offline Models for Resource-Constrained IoT Devices'

Language: Jupyter Notebook - Size: 27.6 MB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 16 - Forks: 1

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

ogozuacik/one-class-drift-detection

unsupervised concept drift detection with one-class classifiers

Language: Python - Size: 7.81 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 13 - Forks: 1

frncscp/ptctrn

Legacy repo for the Artificial Intelligence capable of patacón recognition (Now on HuggingFace)

Language: Python - Size: 86.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 1

yul091/GraphLogAD

Codebase for the ICKG 2023 paper: "GLAD: Content-aware Dynamic Graphs For Log Anomaly Detection".

Language: Python - Size: 1.49 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 0

lrcfmd/cocrystal_design

A set of tools to rank molecular pairs by their similarity to components of co-crystal reported in the CSD.

Language: Jupyter Notebook - Size: 67.3 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 2

englhardt/SVDD.jl

A Julia package for Support Vector Data Description.

Language: Julia - Size: 3.58 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 4

englhardt/OneClassActiveLearning.jl

A Julia package for One-Class Active Learning.

Language: Julia - Size: 247 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 3

Linear-Fox-Labs/DePixel

Distinguish between real and AI-generated images.

Language: Python - Size: 196 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 0

fahadsohrab/mssvdd

Multimodal Subspace Support Vector Data Description

Language: MATLAB - Size: 283 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 3

patharanordev/ml-occ-deepsvdd

Custom DeepSVDD for One-Class Classification(OCC) in Machine Learning (Ref. Deep OCC ICML 2018 paper)

Language: Python - Size: 12.8 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 2

boortel/AE-Reconstruction-And-Feature-Based-AD

Framework for the AE reconstruction and feature based AD

Language: Python - Size: 5.28 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 2

KnowledgeDiscovery/OC4Seq Fork of wzwtrevor/Multi-Scale-One-Class-Recurrent-Neural-Networks

Code for "Multi-Scale One-Class Recurrent Neural Networks for Discrete Event Sequence Anomaly Detection" @ SIGKDD2021

Language: Python - Size: 16.6 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 2

fahadsohrab/ssvdd

Subspace Support Vector Data Description

Language: MATLAB - Size: 315 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 2

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

spaghettix/DB_OC_TSC

Dissimilarity-Based One-Class Time Series Classification

Language: Python - Size: 379 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

homarques/SDS-hyperparameter-selection

Hyperparameter selection of one-class support vector machine by self-adaptive data shifting

Language: MATLAB - Size: 1.99 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

jose-gilberto/deeptime

Set of deep learning models for supervised and semi-supervised learning tasks using time series. The models include tasks of multi-class classification, one-class classification, representation learning and derivatives. All models are based on PyTorch.

Language: Python - Size: 686 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

giorgosv12/deepfakes-detection-thesis

Language: Python - Size: 2.8 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

ToshiHayashi/OCSTN

One-class classification algorithm for univariate timeseries data

Language: Jupyter Notebook - Size: 451 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

fahadsohrab/essvdd

Ellipsoidal Subspace Support Vector Data Description

Language: MATLAB - Size: 307 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 3

holtri/subsvdd-evaluation

Scripts and notebooks to reproduce the experiments and analyses of the paper Holger Trittenbach and Klemens Böhm. "One-Class Active Learning for Outlier Detection with Multiple Subspaces." CIKM 2019

Language: Jupyter Notebook - Size: 1.51 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 1

DzmitryPihulski/MachineLearningUniversityProject

University Research Project in one class classification

Language: Python - Size: 829 KB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

DrozeNzzz/SK-RD4AD

[CVPR 2025 Workshop] SK-RD4AD: Skip-Connected Reverse Distillation for One-Class Anomaly Detection

Language: Python - Size: 25.4 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

spaghettix/FE_GE_TSC

Feature Extraction by Grammatical Evolution for One-Class Time Series Classification

Language: Python - Size: 8.97 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

ngshya/recoengi

This repository provides some recommender engine models.

Language: Python - Size: 1.61 MB - Last synced at: 9 days ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

WDpad753/Mahalanobis-Distance-Predictive-Model

This repository is about the implementation of Mahalanobis Distance outlier detection as a one class classification model. This has been achieved using Python

Language: Python - Size: 10.7 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

DongKeon/FISVDD_cpp

Language: C++ - Size: 41 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 1

Related Topics
anomaly-detection 17 deep-learning 8 outlier-detection 8 one-class-svm 6 machine-learning 6 pytorch 5 python 5 one-class-learning 5 svdd 5 classification 3 subspace-learning 3 deep-anomaly-detection 3 anamoly-detection 2 timeseries 2 text-classification 2 aaai 2 gaussian-kernel 2 iot 2 online-algorithms 2 active-learning 2 online-learning 2 online-learning-algorithms 2 artificial-intelligence 2 outlier-detection-algorithm 2 support-vectors 2 cnn 2 svm-learning 2 svm 2 anomaly-detection-algorithm 2 transformers 2 time-series 2 ai 2 novelty-detection 2 dimensionality-reduction 1 scikit-learn 1 statistics 1 multimodal 1 data-science 1 multimodal-one-class-classification 1 unsupervised-learning 1 data-stream 1 concept-drift 1 nlp 1 patacon 1 machine-learning-algorithms 1 cpp 1 ml 1 data-mining 1 out-of-domain-detection 1 detection 1 features-extraction 1 gyroscope 1 iforest 1 local-outlier-factor 1 optimization 1 pickle 1 rotation-vectors 1 sensor-fusion 1 smartwatch 1 tflite 1 visualization 1 computer-vision 1 cvpr-workshop-2025 1 industrial-ai 1 skip-connection 1 vision-ai 1 image-detection 1 lnp 1 neural-network 1 training 1 aaai-19 1 aaai19 1 aaai2019 1 paper 1 ensemble-model 1 semi-supervised 1 3d-motion 1 accelerometer 1 barometric-pressure 1 cnn-model 1 covid-19 1 dataset-creation 1 deep-learn 1 subspace-oulier-detection 1 cikm2019 1 supervised-learning 1 privacy 1 mirai-bot 1 malware-detection 1 iot-devices 1 exploratory-data-analysis 1 edge-computing 1 ddos-attacks 1 data-pre-processing 1 botnet-detection 1 attack-classification 1 deep-svdd 1 recurrent-neural-networks 1 log-analysis 1 event-sequence 1