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GitHub / absaw / Surface-Water-Quality-Data-Anomaly-Detection

Surface water quality data analysis and prediction of Potomac River, West Virginia, USA. Using time series forecasting, and anomaly detection : ARIMA, SARIMA, Isolation Forest, OCSVM and Gaussian Distribution

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/absaw%2FSurface-Water-Quality-Data-Anomaly-Detection

Stars: 7
Forks: 7
Open Issues: 0

License: None
Language: Jupyter Notebook
Repo Size: 14.4 MB
Dependencies: pending

Created: about 4 years ago
Updated: 7 months ago
Last pushed: almost 4 years ago
Last synced: 7 months ago

Topics: anomaly-detection, anomaly-detection-models, arima, gaussian-distribution, iforest, iforest-model, isolation-forest, isolation-forest-algorithm, oneclasssvm, sarimax, time-series-analysis, time-series-forecasting

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