Library for locating changes in time series by grouping results.
Project description
Origins
This library was developed as anomaly detection logic for PAL (Presentation and Analysis Layer) of CSIT (Continuous System and Integration Testing) project of fd.io (Fast Data), one of LFN (Linux Foundation Networking) projects.
In order to make this code available in PyPI (Python Package Index), the setuputils stuff has been added, and the code has been moved into a separate directory, in order to not intervere of otherwise tightly coupled CSIT code.
Usage
TODO.
Change log
TODO: Move into separate file?
- 0.3.0: Considerable speedup by avoiding unneeded copy. Dataclasses used.
Mostly API compatible, but repr looks different.
0.2.0: API incompatible changes. Targeted to Python 3 now.
0.1.3: Changed stdev computation to avoid negative variance due to rounding errors.
0.1.2: First version published in PyPI.
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