Implementation of Kohonen SOM for anomaly detection purposes.
Twitter's Anomaly Detection in Pure Python
Anomaly detection algorithm implemented at Twitter
Unsupervised deep learning framework with online(MLP: prediction-based, 1 D Conv and VAE: reconstruction-based, Wavenet: prediction-based) settings for anaomaly detection in time series data
Anomaly detection related books, papers, videos, and toolboxes
A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.
Anomaly Detection Framework written in python
Machine learning algorithms applied on log analysis to detect intrusions and suspicious activities.