Projects in Awesome Lists tagged with anomalydetection

https://github.com/qingsongedu/time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

anomalydetection awesome classification deep-learning forecasting machine-learning review survey time-series time-series-forecasting timeseries timeseries-analysis transformer transformers

Last synced: 29 Sep 2025

https://github.com/chenryn/aiops-handbook

Collection of slides, repositories, papers about AIOps

aiops anomalydetection kpi

Last synced: 28 Jan 2026

https://github.com/linkedin/luminol

Anomaly Detection and Correlation library

anomaly-detection anomalydetection

Last synced: 15 May 2025

https://github.com/mentatinnovations/datastream.io

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

alerts anomaly anomaly-detection anomalydetection anomalydiscovery bokeh-dashboard dashboard data-science data-stream datascience dataset dsio elasticsearch iot jupyter kibana machinelearning python sklearn timeseries

Last synced: 04 Oct 2025

https://github.com/MentatInnovations/datastream.io

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

alerts anomaly anomaly-detection anomalydetection anomalydiscovery bokeh-dashboard dashboard data-science data-stream datascience dataset dsio elasticsearch iot jupyter kibana machinelearning python sklearn timeseries

Last synced: 14 Mar 2025

https://github.com/elki-project/elki

ELKI Data Mining Toolkit

anomalydetection cluster-analysis clustering data-analysis data-mining data-mining-algorithms data-science distance-functions index indexing java machine-learning outlier-detection outliers time-series visualization

Last synced: 14 May 2025

https://github.com/marcnuth/anomalydetection

Twitter's Anomaly Detection in Pure Python

anomalydetection cusum python s-h-esd statistics timeseries

Last synced: 04 Apr 2025

https://github.com/ChronixDB/chronix.server

The Chronix Server implementation that is based on Apache Solr.

anomalydetection chronix-server database efficiency fast time-series

Last synced: 21 Apr 2025

https://github.com/aws/random-cut-forest-by-aws

An implementation of the Random Cut Forest data structure for sketching streaming data, with support for anomaly detection, density estimation, imputation, and more.

algorithms anomalydetection streaming

Last synced: 15 May 2025

https://github.com/hoxo-m/densratio_py

Python Package for Density Ratio Estimation

anomalydetection density-ratio-estimation machine-learning machine-learning-algorithms machine-learning-library

Last synced: 30 Oct 2025

https://github.com/aqibsaeed/anomaly-detection

Anomaly detection algorithm implementation in Python

anomalydetection machine-learning python

Last synced: 28 Oct 2025

https://vt-le.github.io/astnet/

This is an official implementation for "Attention-based Residual Autoencoder for Video Anomaly Detection".

anomaly-detection anomalydetection astnet avenue ped2 shanghaitech video-anomaly-detection videoanomalydetection

Last synced: 20 Aug 2025

https://github.com/vt-le/astnet

This is an official implementation for "Attention-based Residual Autoencoder for Video Anomaly Detection".

anomaly-detection anomalydetection astnet avenue ped2 shanghaitech video-anomaly-detection videoanomalydetection

Last synced: 09 Aug 2025

https://github.com/cvjena/libmaxdiv

Implementation of the Maximally Divergent Intervals algorithm for Anomaly Detection in multivariate spatio-temporal time-series.

anomalydetection anomalydiscovery data-analysis data-mining datamining machine-learning machine-learning-library machinelearning time-series timeseries

Last synced: 28 Jan 2026

https://github.com/rajshah4/outliers_shiny

2D Outlier Analysis using Shiny

2d-outlier-analysis anomaly anomalydetection outliers outliers-shiny shiny

Last synced: 06 Apr 2025

https://github.com/boniolp/msad

[VLDB 2023] Model Selection for Anomaly Detection in Time Series

anomaly-detection anomalydetection benchmark convolutional-neural-networks dataset deep-learning deep-neural-networks feature-based machine-learning model-selection resnet time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 14 Mar 2026

https://github.com/boniolp/MSAD

[VLDB 2023] Model Selection for Anomaly Detection in Time Series

anomaly-detection anomalydetection benchmark convolutional-neural-networks dataset deep-learning deep-neural-networks feature-based machine-learning model-selection resnet time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 26 Mar 2025

https://github.com/minqi824/adgym

Official Implement of "ADGym: Design Choices for Deep Anomaly Detection", NeurIPS 2023

anomalydetection autoencoder automl deep-learning mlp resnet semi-supervised-learning tabular-data transformer weakly-supervised-learning

Last synced: 21 Mar 2025

https://github.com/hoxo-m/densratio

R Package for Density Ratio Estimation

anomalydetection machine-learning machine-learning-algorithms machine-learning-library r-language r-package statistics

Last synced: 19 Feb 2026

https://github.com/koalaverse/anomalydetection

An R package for implementing augmented network log anomaly detection procedures

anomalydetection cran data-mining r

Last synced: 27 Feb 2026

https://github.com/koalaverse/anomalyDetection

An R package for implementing augmented network log anomaly detection procedures

anomalydetection cran data-mining r

Last synced: 18 Feb 2026

https://github.com/takuti/datadog-anomaly-detector

:dog: Anomaly detection system for Datadog multiple metrics

anomalydetection datadog fluentd norikra python

Last synced: 15 Apr 2025

https://github.com/edoardottt/offensive-onos

My experiments in weaponizing ONOS applications (https://github.com/opennetworkinglab/onos)

anomalies-detection anomaly-detection anomalydetection hacking java network network-attacks network-security networking offensive-security offensivesecurity onos onos-app poisoning-attack sdn sdn-controller security software-defined-network software-defined-networking

Last synced: 03 Mar 2026

https://github.com/vt-le/mogup

MoGuP: This repo is the official implementation of "MoGuP: Motion-guided Prediction for Video Anomaly Detection".

anomalydetection avenue guidedmotion hierarchicaltransformer mogup opticalflow ped2 shanghaitech transformer videoanomalydetection

Last synced: 06 Jan 2026

https://github.com/mrtkp9993/anomalydetectionshiny

Shiny app for anomaly detection using AnomalyDetection package.

anomalydetection r shiny shiny-apps statistics

Last synced: 02 Mar 2026

https://github.com/arman-aminian/network-anomaly-detection

Rahnema Final Project - Network anomaly detection

anomaly-detection anomalydetection dev-net devnet semi-supervised-learning unsupervised-learning

Last synced: 26 Apr 2025

https://github.com/kentaroy47/anomalydetection.pytorch

Startup some anomaly detection with pytorch!

anomaly-detection anomalydetection lstm pytorch pytorch-tutorial

Last synced: 30 Jun 2025

https://github.com/nusenu/tor-network-observations

anomalydetection anonymity observatory tor tor-network

Last synced: 03 Jan 2026

https://github.com/tommyippoz/reload

RELOAD: Rapid EvaLuation Of Anomaly Detectors @ UNIFI

anomaly anomaly-detection anomalydetection data-analysis data-mining dependability framework machine-learning machine-learning-algorithms machinelearning monitoring security

Last synced: 27 Dec 2025

https://github.com/goutam1511/real-time-anomaly-detection-using-machine-learning-

This project aims to compare different models and benchmark a model that would be suitable to detect anomalies in streaming data in real time and will be adaptative to concept drift.

anomaly-detection anomalydetection machine-learning networking statistics

Last synced: 15 Oct 2025

https://github.com/LMissher/TFMAE

[ICDE'2024] Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection

anomaly-detection anomalydetection icde-2024 time-series time-series-analysis time-series-anomaly-detection timeseries

Last synced: 27 Jan 2026

https://github.com/rupeshs/anomalydetection

Anomaly Detection Using Anomalib and OpenVINO – Step by Step by Guide

anomalib anomaly anomalydetection computer-vision cpu cuda gpu intel onnx opencv pytorch

Last synced: 13 Apr 2025

https://github.com/marvinbuss/ms-anomalydetector

This notebook demonstrates how to use the Microsoft Azure Anomaly Finder Service.

anomaly-detection anomalydetection cognitive-services jupyter-notebook

Last synced: 26 Jan 2026

https://github.com/abc-125/segad

Segmentation-based Anomaly Detector (SegAD)

anomaly-detection anomalydetection

Last synced: 24 Jul 2025

https://github.com/md-emon-hasan/ml-project-intrusion-detection-systems-anomaly-detection-with-ml-dl

🔒 Leverages Machine Learning and Deep Learning models to identify malicious activities in network traffic, enhancing cybersecurity.

anomaly anomaly-detection anomaly-detection-algorithm anomalydetection artificial-intelligence cnn cyber-security data-science deep-learning eda ensemble flask hybrid-model lstm lstm-neural-networks machine-learning ml ml-engineering network-security neural-network

Last synced: 06 Mar 2026

https://github.com/singhmnprt01/machine-learning-deep-learning

ML and DL projects to solve business problems

anomalydetection imagedenoise

Last synced: 02 Sep 2025

https://github.com/mysterionrise/opendistro-anomaly-detector-example

Example of using Anomaly Detector plugin from Open Distro

anomaly-detection anomalydetection elasticsearch opendistro-elastic opendistroforelasticsearch

Last synced: 24 Apr 2026

https://github.com/ibmstreams/streamsx.anomalydetection

(Incubation) Providing functions related to anomaly detection algorithms

anomalydetection ibm-streams machine-learning stream-processing

Last synced: 05 Jul 2025

https://github.com/vladaderina/kubeanomaly

A system for finding anomalies in metrics of the control plane component

alerting anomalydetection kubernetes prometheus

Last synced: 16 Mar 2025

https://github.com/zommiommy/anomalydetection

AnomalyDetection it's a plugin for Icinga to detect anomalies in datas. It's under GPL2 license and it was developed for Würth Phoenix S.r.l.

anomalydetection icinga

Last synced: 30 Mar 2025

https://github.com/alessandrobessi/seasonal_esd

Seasonal ESD is an anomaly detection algorithm implemented at Twitter: https://arxiv.org/pdf/1704.07706.pdf

anomalies anomaly anomaly-detection anomaly-detection-algorithm anomalydetection esd grubbs grubbs-test seasonal sesd

Last synced: 26 Mar 2025

https://github.com/cybersecurity-dev/pcap2timeseries-extractor

PCAP to Time Series Extractor

anomaly-detection anomalydetection network-analysis network-visualization pcap time-series timeseries timeseries-analysis

Last synced: 16 Jul 2026

https://github.com/jadelhelm/autoad

AutoAD - A framework for the rapid detection of anomalies in (big) datasets

anomaly-detection anomalydetection automated preprocessing preprocessing-pipeline pyod python sklearn sklearn-pipeline

Last synced: 27 Feb 2026

https://github.com/vladaderina/mad

A system for finding anomalies in metrics of the control plane component

alerting anomalydetection kubernetes prometheus

Last synced: 18 Jul 2025

https://github.com/vladaderina/mad-demo

A system for finding anomalies in metrics of the control plane component

alerting anomalydetection kubernetes prometheus

Last synced: 15 May 2026

https://github.com/rajagurunath/rl-for-anomaly

anomalydetection reinforcement-learning

Last synced: 16 May 2026

https://github.com/FreeAnalyticsPR/AnomalyDetection

学習データから逸脱した観測値やパターンを検出する仕組み

anomalydetection jupyter-notebook lstm-neural-networks machinelearning python

Last synced: 08 Aug 2025

https://github.com/projects-developer/credit-card-fraud-detection-projects

A machine learning-based project aimed at detecting and preventing credit card fraud in real-time. Credit Card Fraud Detection Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

anomalydetection btechprojects computer-science-projects computerscienceprojects creditcardfrauddetection digitalpayments ecommercesecurity final-year-projects finalyearprojects financialsecurity financialtechnology machinelearning mtechprojects paymentprocessing realtimetransactionscoring