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The Top 23 Series Anomaly Open Source Projects

Open source projects categorized as Series Anomaly
Categories > Anomaly
Categories > Control Flow > Series
Awesome Ts Anomaly Detection ⭐ 2,320
List of tools & datasets for anomaly detection on time-series data.
most recent commit 2 years ago
Alibi Detect ⭐ 2,010
Algorithms for outlier, adversarial and drift detection
dependent packages 5total releases 36most recent commit 3 months agopypi alibi-detect} Downloads
Egads ⭐ 1,136
A Java package to automatically detect anomalies in large scale time-series data
total releases 2most recent commit 7 months ago
Luminol ⭐ 1,093
Anomaly Detection and Correlation library
dependent packages 1total releases 5most recent commit a year agopypi luminol} Downloads
Adtk ⭐ 985
A Python toolkit for rule-based/unsupervised anomaly detection in time series
dependent packages 2total releases 13most recent commit 4 months agopypi adtk} Downloads
Awesome Time Series ⭐ 788
list of papers, code, and other resources
most recent commit 4 months ago
Rnn Time Series Anomaly Detection ⭐ 769
RNN based Time-series Anomaly detector model implemented in Pytorch.
most recent commit 3 years ago
Awesome Aiops ⭐ 747
AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star
most recent commit 4 years ago
Luminaire ⭐ 660
Luminaire is a python package that provides ML driven solutions for monitoring time series data.
total releases 20most recent commit a year ago
Prometheus Anomaly Detector ⭐ 535
A newer more updated version of the prometheus anomaly detector (https://github.com/AICoE/prometheus-anomaly-detec
most recent commit a year ago
Curve ⭐ 398
An Integrated Experimental Platform for time series data anomaly detection.
most recent commit 3 years ago
Anomalize ⭐ 334
Tidy anomaly detection
dependent packages 4total releases 8most recent commit 4 months ago
Deepadots ⭐ 270
Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
most recent commit 4 years ago
Deep Learning For Hackers ⭐ 196
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
most recent commit 4 years ago
Anode ⭐ 188
Utility for analyzing graphite metrics. Experimental package.
total releases 1most recent commit 6 years ago
Mad Gans ⭐ 170
Applied generative adversarial networks (GANs) to do anomaly detection for time series data
most recent commit 5 years ago
Vae Lstm For Anomaly Detection ⭐ 128
We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.
most recent commit 3 years ago
Seasonal Esd Anomaly Detection ⭐ 104
Anomaly detection algorithm implemented at Twitter
total releases 8most recent commit a year ago
Unsupervised Deep Learning Framework For Anomaly Detection In Time Series ⭐ 94
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
most recent commit a year ago
Trend Api ⭐ 78
Anomaly detection and forecasting API
most recent commit 4 months ago
Jmotif R ⭐ 56
SAX, HOT-SAX, VSM, SAX-VSM, RePair and RRA in R (Rcpp)
total releases 5most recent commit 2 years ago
Timecop ⭐ 54
Time series based anomaly detector
total releases 7most recent commit 4 years ago
Gan Ad ⭐ 49
We used generative adversarial networks (GANs) to do anomaly detection for time series data.
most recent commit 5 years ago
The 6 Most Depended On Series Anomaly Open Source Projects
Alibi Detect ⭐ 2,010
Algorithms for outlier, adversarial and drift detection
dependent packages 5total releases 36latest release July 07, 2023most recent commit 3 months agopypi alibi-detect} Downloads
Anomalize ⭐ 334
Tidy anomaly detection
dependent packages 4total releases 8latest release October 31, 2023most recent commit 4 months ago
Adtk ⭐ 985
A Python toolkit for rule-based/unsupervised anomaly detection in time series
dependent packages 2total releases 13latest release April 17, 2020most recent commit 4 months agopypi adtk} Downloads
Queryda ⭐ 12
Lightweight, Extensible Query Watcher for Elasticsearch / Elassandra / Cassandra
dependent packages 2total releases 5latest release January 01, 2018most recent commit 6 years agonpm elasticwatch} Downloads
Luminol ⭐ 1,093
Anomaly Detection and Correlation library
dependent packages 1total releases 5latest release December 11, 2017most recent commit a year agopypi luminol} Downloads
Pyadts ⭐ 6
dependent packages 1total releases 3latest release August 24, 2020most recent commit a year agopypi pyadts} Downloads
The 10 Latest Releases In Series Anomaly Open Source Projects
Anomalize ⭐ 334
Tidy anomaly detection
dependent packages 4total releases 8latest release October 31, 2023most recent commit 4 months ago
Alibi Detect ⭐ 2,010
Algorithms for outlier, adversarial and drift detection
dependent packages 5total releases 36latest release July 07, 2023most recent commit 3 months agopypi alibi-detect} Downloads
Khiva Ruby ⭐ 35
High-performance time series algorithms for Ruby
total releases 6latest release June 08, 2023most recent commit 4 months ago
Luminaire ⭐ 660
Luminaire is a python package that provides ML driven solutions for monitoring time series data.
total releases 20latest release November 23, 2022most recent commit a year ago
Egads ⭐ 1,136
A Java package to automatically detect anomalies in large scale time-series data
total releases 2latest release December 22, 2021most recent commit 7 months ago
Moda ⭐ 27
models and evaluation framework for trending topics detection
total releases 11latest release March 20, 2021most recent commit 2 years ago
Pyadts ⭐ 6
dependent packages 1total releases 3latest release August 24, 2020most recent commit a year agopypi pyadts} Downloads
Timecop ⭐ 54
Time series based anomaly detector
total releases 7latest release May 11, 2020most recent commit 4 years ago
Adtk ⭐ 985
A Python toolkit for rule-based/unsupervised anomaly detection in time series
dependent packages 2total releases 13latest release April 17, 2020most recent commit 4 months agopypi adtk} Downloads
Seasonal Esd Anomaly Detection ⭐ 104
Anomaly detection algorithm implemented at Twitter
total releases 8latest release March 19, 2020most recent commit a year ago
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