/Channel-Sensor-Error-Detection

This repo outlines a method for differentiating between anomalies and expected outliers using the Microsoft Anomaly Detection API and Binary Classification to assist with Time Series Filtering.

Primary LanguageJupyter NotebookMIT LicenseMIT

Channel Sensor Error Detection

Methods:

  • Notebook for time series analysis and anomaly detection

Apps

  • Code for ingesting channel data and preforming realtime classification and visualization using Event Hubs, Stream Analytics and PowerBI

Data

  • Anonymized Sample Velocity Channel Data