tods

datamllab/pyodds252

Outlier detector

An end-to-end outlier detection system that integrates machine learning algorithms with database support

yzhao062/suod382

Outlier Detector Framework

A Python framework for accelerating large-scale unsupervised outlier detection in heterogeneous datasets

hendrycks/outlier-exposure548

Outlier detector

Anomaly detection framework utilizing out-of-distribution data to improve deep learning model performance.

seldonio/alibi-detect2.3K

Data detector library

A Python library for detecting outliers, adversarial examples, and data drift in various types of data

arundo/adtk1.1K

Anomaly detector

A toolkit for rule-based and unsupervised anomaly detection in time series data

eaglelab-zju/dgld64

Graph anomaly detector

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

kdd-opensource/deepadots571

Time Series Detector

A benchmarking pipeline for evaluating anomaly detection methods on time series data using deep learning algorithms

pygod-team/pygod1.4K

Graph anomaly detector

Detects anomalies in graph data using various algorithms

matlab-deep-learning/industrial-machinery-anomaly-detection47

Anomaly detector

Automatically detects anomalies in industrial machinery vibration data using deep learning and autoencoder techniques

zhao-tong/graph-anomaly-loss40

Graph anomaly detector

This repository provides code for training a model to detect anomalies in graph data using pattern mining and feature learning.

microsoft/taganomaly324

Time Series Analyzer

Anomaly detection tool for multiple time series data with interactive visualization and labeling capabilities

shiyuliang/odin-pytorch201

Out-of-distribution detector

An implementation of a method for detecting out-of-distribution examples in neural networks

ethanhe42/softer-nms367

Object detection algorithm

An object detection technique using bounding box regression and uncertainty estimation to improve accurate detection results

business-science/anomalize339

Anomaly Detector

A package providing functions to decompose and detect anomalies in time series data

western-oc2-lab/automl-implementation-for-static-and-dynamic-data-analytics624

IoT Analytics Pipeline

Automated Machine Learning implementation for static and dynamic data analytics with a focus on IoT anomaly detection