A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

(THIS VERSION IS NOT MAINTAINED, see note below) Siren Platform + Kibana Alert & Report App for Elasticsearch

A curated list of awesome anomaly detection resources

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

Deep Anomaly Detection with Outlier Exposure (ICLR 2019)

Anomaly detection

Tidy anomaly detection

Algorithms for outlier and adversarial instance detection, concept drift and metrics.

Anomaly detection for streaming time series, featuring automated model selection.

Examples of not obvious behaviors for javascript beginner programmers

Tuto d'anomalie détection sur des séries-temporelles univariés avec un auto-encoder

An Tensorflow Re-Implement of CVPR 2019 "Object-centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video"

2D Outlier Analysis using Shiny

CoRA Docs

NETS:Extremely Fast Outlier Detection from a Data Stream via Set-Based Processing

Anomaly Generator on Time Series

Thesis project about Unsupervised anomaly detection on the streaming time-series data of porfolio risk measures and returns.

Listen to the soothing sounds of attacks and anomalies detected by the Signal Sciences web protection platform.

Anomaly Detection using ELK (Elasticsearch, Logstash and Kibana)

Apache Kafka auto-discovery anomaly detection 🐡

DICE Anomaly Detection Platform

RELOAD: Rapid EvaLuation Of Anomaly Detectors @ UNIFI

This solution performs Anomaly Detection with Statistical Modeling on Spark. The detection is based on Z-Score calculated on cpu usage data collected from servers.

DICE Anomaly detection tool

Anomaly Detection In An IoT-Acquired Environmental Sensor Data

This tool parses log data and allows to define analysis pipelines for anoamly detection. It was designed to run the analysis with limited resources and lowest possible permissions to make it suitable for production server use.

Casos de uso

Vertica anomaly detection UDx based on Median Absolute Deviation