A curated list of awesome anomaly detection resources

ELKI Data Mining Toolkit

Collection of slides, repositories, papers about AIOps

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

Anomaly Detection and Correlation library

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

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

Anomaly detection algorithm implementation in Python

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)

从零基础开始机器学习之旅

Twitter's Anomaly Detection in Pure Python

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

A thesis submitted for the degree of Master of Science in Computer Networks and Security

Anomaly detection for streaming data using autoencoders

GrammarViz 2.0 public release:

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

A Python Package for Density Ratio Estimation

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

The Chronix Server implementation that is based on Apache Solr.