one-class-classification | Topic

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: about 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: 27 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: 12 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: 2 days 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 6 hours 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: over 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: over 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: 3 months ago - Pushed at: 3 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

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