This is the Linux app named AnomalyDetection whose latest release can be downloaded as Initialreleasesourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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AnomalyDetection
DESCRIPTION
AnomalyDetection is an R package developed by Twitter for detecting anomalies in seasonal univariate time series. It implements the Seasonal Hybrid Extreme Studentized Deviate (S‑H‑ESD) test, which reliably identifies both global and local outliers in data with trends and seasonality—commonly applied to system metrics, engagement data, and business KPIs.
Features
- Detects anomalies robustly even under seasonality and trend
- Implements S‑H‑ESD: hybrid ESd with seasonal decomposition
- R package easy to integrate into analytics workflows
- Scalable for large series or batch processing
- Produces clear diagnostic output and flags
- Used extensively for system and product telemetry analysis
Programming Language
R
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/anomalydetection.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
