Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: one-class-classification

Repositories

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: 1 day ago - Pushed: 2 days ago - Stars: 4 - Forks: 2

google-research/spade_anomaly_detection

Semi-supervised anomaly detection method

Language: Python - Size: 6.79 MB - Last synced: 12 days ago - Pushed: 13 days ago - Stars: 20 - Forks: 1

englhardt/SVDD.jl

A Julia package for Support Vector Data Description.

Language: Julia - Size: 3.58 MB - Last synced: about 2 months ago - Pushed: over 2 years ago - Stars: 9 - Forks: 4

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: about 2 months ago - Pushed: over 3 years ago - Stars: 5 - Forks: 2

englhardt/OneClassActiveLearning.jl

A Julia package for One-Class Active Learning.

Language: Julia - Size: 247 KB - Last synced: about 2 months ago - Pushed: over 3 years ago - Stars: 6 - Forks: 3

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: 4 months ago - Pushed: 4 months ago - Stars: 10 - Forks: 0

xuhongzuo/couta

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

Language: Python - Size: 291 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 45 - Forks: 17

fahadsohrab/essvdd

Ellipsoidal Subspace Support Vector Data Description

Language: MATLAB - Size: 307 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 3

fahadsohrab/mssvdd

Multimodal Subspace Support Vector Data Description

Language: MATLAB - Size: 283 KB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 5 - Forks: 3

fahadsohrab/ssvdd

Subspace Support Vector Data Description

Language: MATLAB - Size: 315 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 4 - Forks: 2

ogozuacik/one-class-drift-detection

unsupervised concept drift detection with one-class classifiers

Language: Python - Size: 7.81 KB - Last synced: 5 months ago - Pushed: over 4 years ago - Stars: 13 - Forks: 1

Y-oHr-N/kenchi 📦

A scikit-learn compatible library for anomaly detection

Language: Python - Size: 2.71 MB - Last synced: 4 days ago - Pushed: over 5 years ago - Stars: 36 - Forks: 10

frncscp/ptctrn

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

Language: Python - Size: 86.7 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 11 - Forks: 1

spaghettix/FE_GE_TSC

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

Language: Python - Size: 8.97 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 1

tim5go/awesome-one-class-classification

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

Size: 19.5 KB - Last synced: about 2 months ago - Pushed: about 3 years ago - Stars: 16 - Forks: 2

tianyu0207/IGD

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

Language: Python - Size: 23.2 MB - Last synced: 8 months ago - Pushed: 12 months ago - Stars: 57 - Forks: 8

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: 8 months ago - Pushed: almost 3 years ago - Stars: 15 - Forks: 14

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: 8 months ago - Pushed: over 2 years ago - Stars: 10 - Forks: 2

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: 8 months ago - Pushed: over 1 year ago - Stars: 93 - Forks: 17

seonho-park/PGN_anomaly_detection

Prior Generating Networks for Anomaly Detection

Language: Python - Size: 938 KB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 13 - Forks: 6

ToshiHayashi/OCSTN

One-class classification algorithm for univariate timeseries data

Language: Jupyter Notebook - Size: 451 KB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

spaghettix/DB_OC_TSC

Dissimilarity-Based One-Class Time Series Classification

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

GuansongPang/SOTA-Deep-Anomaly-Detection

List of implementation of SOTA deep anomaly detection methods

Size: 22.5 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 72 - Forks: 16

giorgosv12/deepfakes-detection-thesis

Language: Python - Size: 2.8 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - 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: over 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0