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I needed a TS anomaly detection for my internship because we needed to track when a machine/server was doing poorly or had unplanned downtime. I expected Micros
by ramon156 2y ago
I needed a TS anomaly detection for my internship because we needed to track when a machine/server was doing poorly or had unplanned downtime. I expected Microsoft's C# library to be able to do this, but my god, it's a mess. If someone has the time and will to implement a proper library then that would ve awesome.
- neonsunset 2y agoAnomaly detection in time-series data is not a concern of the standard library of all things. Nor is it a concern of "base abstractions" shipped as extensions (think ILogger).
- Phurist 2y agoIf only life was as simple as calling .isAnomaly() on anything
- neonsunset 2y agoHardcoded to return 'false' of course. Because nothing ever happens!
- sam_bristow 2y agoJust advertise it as guaranteed 0% false positive detections and you're good-to-go!
- mr_toad 2y agoWhat you’re probably after is called statistical process control. There are Python libraries like pyspc, but the theory is simple enough that you could write your own pretty easily.