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HiClass is an open-source Python library for local hierarchicalclassification entirely compatible with scikit-learn. It containsimplementations of the most common design patterns for hierarchical machinelearning models found in the literature, that is, the local classifiers pernode, per parent node and per level. Additionally, the package containsimplementations of hierarchical metrics, which are more appropriate forevaluating classification performance on hierarchical data. The documentationincludes installation and usage instructions, examples within tutorials andinteractive notebooks, and a complete description of the API. HiClass isreleased under the simplified BSD license, encouraging its use in both academicand commercial environments. Source code and documentation are available athttps://github.com/scikit-learn-contrib/hiclass.

HiClass: a Python library for local hierarchical classification compatible with scikit-learn