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Does anyone know if these R packages (AnomalyDetection, BreakoutDetection) are to be used on large scale data or they more intended to be used in lab work?
by codewithcheese 12y ago
Does anyone know if these R packages (AnomalyDetection, BreakoutDetection) are to be used on large scale data or they more intended to be used in lab work?
- dtjones 12y agoDoesn't look like they are setup to run in parallel, but most R stuff isn't. Unless a package has explicit integration with one of the distributed libraries such as doParallel Would be interesting to see this package hooked up to streaming data and monitor performance
- bazzargh 12y agoI was wondering if the algorithm could be added to Etsy' Skyline, which does anomaly detection on streaming data, based on a basket of algorithms (see https://github.com/etsy/skyline/blob/master/src/analyzer/algorithms.py https://github.com/etsy/skyline/blob/master/src/analyzer/alg...). Our own data is periodically bursty, and because Skyline doesn't apply STL like this code, we have data that looks anomalous all the time.