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The Top 23 Series Anomaly Detection Open Source Projects

Open source projects categorized as Series Anomaly Detection
Categories > Machine Learning > Anomaly Detection
Categories > Control Flow > Series
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32most recent commit 3 months agopypi darts} Downloads
Stumpy ⭐ 2,901
STUMPY is a powerful and scalable Python library for modern time series analysis
dependent packages 16total releases 28most recent commit 3 months agopypi stumpy} Downloads
Awesome Ts Anomaly Detection ⭐ 2,320
List of tools & datasets for anomaly detection on time-series data.
most recent commit 2 years ago
Flow Forecast ⭐ 1,759
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
most recent commit 3 months ago
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
Tods ⭐ 1,078
TODS: An Automated Time-series Outlier Detection System
most recent commit 8 months ago
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
Getting Things Done With Pytorch ⭐ 873
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
most recent commit 3 years 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
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
Matrixprofile ⭐ 297
A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.
dependent packages 3total releases 14most recent commit a year agopypi matrixprofile} Downloads
Deepadots ⭐ 270
Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
most recent commit 4 years ago
Chronix.server ⭐ 258
The Chronix Server implementation that is based on Apache Solr.
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
Aiopstools ⭐ 149
The fundamental package for AIops with python.
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
Bayesloop ⭐ 127
Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.
most recent commit a year ago
Grammarviz2_src ⭐ 115
GrammarViz 2.0 public release:
total releases 1most recent commit 2 years 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
The 7 Most Depended On Series Anomaly Detection Open Source Projects
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32latest release November 18, 2023most recent commit 3 months agopypi darts} Downloads
Stumpy ⭐ 2,901
STUMPY is a powerful and scalable Python library for modern time series analysis
dependent packages 16total releases 28latest release August 21, 2023most recent commit 3 months agopypi stumpy} Downloads
Anomalize ⭐ 334
Tidy anomaly detection
dependent packages 4total releases 8latest release October 31, 2023most recent commit 4 months ago
Sax ⭐ 80
Java implementation of SAX, HOT-SAX, and EMMA
dependent packages 3total releases 25latest release December 28, 2021most recent commit 5 months ago
Matrixprofile ⭐ 297
A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.
dependent packages 3total releases 14latest release January 16, 2021most recent commit a year agopypi matrixprofile} Downloads
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
Luminol ⭐ 1,093
Anomaly Detection and Correlation library
dependent packages 1total releases 5latest release December 11, 2017most recent commit a year agopypi luminol} Downloads
The 10 Latest Releases In Series Anomaly Detection Open Source Projects
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32latest release November 18, 2023most recent commit 3 months agopypi darts} Downloads
Anomalize ⭐ 334
Tidy anomaly detection
dependent packages 4total releases 8latest release October 31, 2023most recent commit 4 months ago
Stumpy ⭐ 2,901
STUMPY is a powerful and scalable Python library for modern time series analysis
dependent packages 16total releases 28latest release August 21, 2023most recent commit 3 months agopypi stumpy} 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
Grammarviz2_src ⭐ 115
GrammarViz 2.0 public release:
total releases 1latest release December 29, 2021most recent commit 2 years ago
Sax ⭐ 80
Java implementation of SAX, HOT-SAX, and EMMA
dependent packages 3total releases 25latest release December 28, 2021most recent commit 5 months 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
Spartan2 ⭐ 50
A collection of data mining algorithms on big graphs and time series
total releases 10latest release December 20, 2021most recent commit 2 years ago
Moda ⭐ 27
models and evaluation framework for trending topics detection
total releases 11latest release March 20, 2021most recent commit 2 years ago
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