A curated list of awesome anomaly detection resources

Anomaly Detection and Correlation library

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

ELKI Data Mining Toolkit

Collection of slides, repositories, papers about AIOps

The Chronix Server implementation that is based on Apache Solr.

从零基础开始机器学习之旅

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)

Twitter's Anomaly Detection in Pure Python

Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language

GrammarViz 2.0 public release:

Anomaly detection tutorial on univariate time series with an auto-encoder

Anomaly detection algorithm implementation in Python

Anomaly detection for streaming data using autoencoders

⏰ Anomaly Detection with R (separately maintained fork of Twitter's AnomalyDetection 📦)

A Python Package for Density Ratio Estimation

Java implementation of SAX, HOT-SAX, and EMMA

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

2D Outlier Analysis using Shiny

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

anomaly detection with anomalize and Google Trends data

An R package for implementing augmented network log anomaly detection procedures

Anomaly detection method that incorporates multi-scale features to sparse coding

🐶 Anomaly detection system for Datadog multiple metrics

Detecting malicious URLs using an autoencoder neural network

An R Package for Density Ratio Estimation

This project is based on STACOG descriptor to detect anomalous event in real-time

异常检测

Explore a new way to craft A.I. solutions using a modern approach to machine reasoning.

Twitter's Anomaly Detection in Pure Python