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A curated list of awesome anomaly detection resources
Anomaly Detection and Correlation library
Updated
Dec 27, 2020
Python
An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana
Updated
Mar 31, 2020
Python
Updated
Aug 21, 2021
Java
Collection of slides, repositories, papers about AIOps
The Chronix Server implementation that is based on Apache Solr.
Updated
Nov 18, 2019
Java
Twitter's Anomaly Detection in Pure Python
Updated
Jun 14, 2020
Python
Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)
Updated
Apr 16, 2019
Python
Updated
Nov 15, 2018
Jupyter Notebook
Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language
Anomaly detection tutorial on univariate time series with an auto-encoder
Updated
Mar 19, 2021
Jupyter Notebook
Anomaly detection for streaming data using autoencoders
Updated
Aug 24, 2018
Python
GrammarViz 2.0 public release:
Anomaly detection algorithm implementation in Python
Updated
Jul 2, 2020
Jupyter Notebook
A Python Package for Density Ratio Estimation
Updated
Aug 3, 2020
Python
⏰ Anomaly Detection with R (separately maintained fork of Twitter's AnomalyDetection 📦 )
Java implementation of SAX, HOT-SAX, and EMMA
Updated
Feb 20, 2018
Java
2D Outlier Analysis using Shiny
Implementation of the Maximally Divergent Intervals algorithm for Anomaly Detection in multivariate spatio-temporal time-series.
Anomaly detection method that incorporates multi-scale features to sparse coding
Updated
Jun 18, 2020
Python
A thesis submitted for the degree of Master of Science in Computer Networks and Security
Updated
Jun 9, 2021
Jupyter Notebook
anomaly detection with anomalize and Google Trends data
Detecting malicious URLs using an autoencoder neural network
Updated
Jan 30, 2021
Python
An R package for implementing augmented network log anomaly detection procedures
🐶 Anomaly detection system for Datadog multiple metrics
Updated
Nov 11, 2016
Python
Unofficial PyTorch implementation for f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks.
Updated
Jul 30, 2021
Python
Main component extraction for outlier detection
Updated
Dec 6, 2020
Jupyter Notebook
Updated
Nov 17, 2018
Python
This project is based on STACOG descriptor to detect anomalous event in real-time
Updated
Oct 21, 2018
MATLAB
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The current definition of
SamplerResult
is,This makes for some very verbose matching and value unpacking in
Sampler::update()
. Not only do we need to check the enum value but if it's anAccepted
we also need to check if aWeightedSample
is returned. The value of thisOption
communi