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OutlierDetection.jl is an open-source ecosystem for outlier detection inJulia. It provides a range of high-performance outlier detection algorithmsimplemented directly in Julia. In contrast to previous packages, our ecosystemenables the development highly-scalable outlier detection algorithms using ahigh-level programming language. Additionally, it provides a standardized, yetflexible, interface for future outlier detection algorithms and allows formodel composition unseen in previous packages. Best practices such as unittesting, continuous integration, and code coverage reporting are enforcedacross the ecosystem. The most recent version of OutlierDetection.jl isavailable at https://github.com/OutlierDetectionJL/OutlierDetection.jl.

OutlierDetection.jl: A modular outlier detection ecosystem for the Julia programming language