Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Merlion	3,179	3	7 months ago	18	June 28, 2022	14	bsd-3-clause	Python
Merlion: A Machine Learning Framework for Time Series Intelligence
Ad_examples	738		2 years ago			2	mit	Python
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.
Adbench	609		9 months ago	16	August 02, 2023	9	bsd-2-clause	Python
Official Implement of "ADBench: Anomaly Detection Benchmark".
Pwpae Concept Drift Detection And Adaptation	175		a year ago				mit	Jupyter Notebook
Data stream analytics: Implement online learning methods to address concept drift and model drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams" published in IEEE GlobeCom 2021.
Gan Ensemble For Anomaly Detection	15		3 years ago				mit	Python
This repository is the PyTorch implementation of GAN Ensemble for Anomaly Detection.
Msana Online Data Stream Analytics And Concept Drift Adaptation	13		a year ago				mit	Jupyter Notebook
Data stream analytics: Implement online learning methods to address concept drift in dynamic data streams. Code for the paper entitled "A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems" published in IEEE Transactions on Industrial Informatics.

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Merlion ⭐ 3,179

Merlion: A Machine Learning Framework for Time Series Intelligence

dependent packages 3total releases 18most recent commit 7 months ago

Ad_examples ⭐ 738

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

most recent commit 2 years ago

Adbench ⭐ 609

Official Implement of "ADBench: Anomaly Detection Benchmark".

total releases 16most recent commit 9 months ago

Pwpae Concept Drift Detection And Adaptation ⭐ 175

Data stream analytics: Implement online learning methods to address concept drift and model drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams" published in IEEE GlobeCom 2021.

most recent commit a year ago

Gan Ensemble For Anomaly Detection ⭐ 15

This repository is the PyTorch implementation of GAN Ensemble for Anomaly Detection.

most recent commit 3 years ago

Msana Online Data Stream Analytics And Concept Drift Adaptation ⭐ 13

Data stream analytics: Implement online learning methods to address concept drift in dynamic data streams. Code for the paper entitled "A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems" published in IEEE Transactions on Industrial Informatics.

most recent commit a year ago

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Gan Ensemble For Anomaly Detection vs Merlion

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