DGLD

Graph anomaly detector

An open-source library for training and evaluating graph anomaly detection models

Deep Graph Outlier Detection

GitHub

64 stars
2 watching
9 forks
Language: Python
last commit: almost 3 years ago

Related projects:

RepositoryDescriptionStars
pygod-team/pygodDetects anomalies in graph data using various algorithms1,350
datamllab/pyoddsAn end-to-end outlier detection system that integrates machine learning algorithms with database support252
zhao-tong/graph-anomaly-lossThis repository provides code for training a model to detect anomalies in graph data using pattern mining and feature learning.40
safe-graph/dgfraudA toolbox for building and comparing graph neural network-based fraud detection models698
hendrycks/outlier-exposureAnomaly detection framework utilizing out-of-distribution data to improve deep learning model performance.548
yzhao062/suodA Python framework for accelerating large-scale unsupervised outlier detection in heterogeneous datasets382
orobix/visual-feature-attribution-using-wasserstein-gans-pytorchA PyTorch implementation of a feature attribution technique using Wasserstein Generative Adversarial Networks for anomaly detection in medical images.93
safe-graph/ugfraudA toolbox for unsupervised graph-based fraud detection using multiple algorithms and techniques131
seldonio/alibi-detectA Python library for detecting outliers, adversarial examples, and data drift in various types of data2,262
datamllab/todsAn automated system for detecting outliers in time-series data using machine learning algorithms and human expertise.1,484
iqiukp/svdd-matlabA MATLAB implementation of Support Vector Data Description (SVDD) for anomaly detection and classification.78
arundo/adtkA toolkit for rule-based and unsupervised anomaly detection in time series data1,108
kdd-opensource/deepadotsA benchmarking pipeline for evaluating anomaly detection methods on time series data using deep learning algorithms571
yingtongdou/care-gnnAn implementation of a graph neural network-based fraud detector designed to counter camouflaged fraudsters250
business-science/anomalizeA package providing functions to decompose and detect anomalies in time series data339