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gulabpatel/Anomaly_Detection

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Anomaly_Detection_Python

In this repo, different techniques will be done to analyze Anomaly detection. Dataset for DeepAR model is available on "http://www.timeseriesclassification.com/Downloads/ECG5000.zip"

A Comprehensive Beginner’s Guide to the Diverse Field of Anomaly Detection

https://towardsdatascience.com/a-comprehensive-beginners-guide-to-the-diverse-field-of-anomaly-detection-8c818d153995

k-Nearest Neighbors (kNN) for anomaly detection

https://towardsdatascience.com/k-nearest-neighbors-knn-for-anomaly-detection-fdf8ee160d13

Statistical techniques for anomaly detection

https://towardsdatascience.com/statistical-techniques-for-anomaly-detection-6ac89e32d17a

Research Papers on Anomaly Detections

Local Anomaly Detection by Application of Regression Analysis on PMU Data

https://pureadmin.qub.ac.uk/ws/portalfiles/portal/150171917/Local_Anomaly_Detection_by_Application_of_Regression_Analysis_on_PMU_Data.pdf

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