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ATHENA is an open source Python package for reduction in parameter space. Itimplements several advanced numerical analysis techniques such as ActiveSubspaces (AS), Kernel-based Active Subspaces (KAS), and Nonlinear Level-setLearning (NLL) method. It is intended as a tool for regression, sensitivityanalysis, and in general to enhance existing numerical simulations' pipelinestackling the curse of dimensionality. Source code, documentation, and severaltutorials are available on GitHub at https://github.com/mathLab/ATHENA underthe MIT license.

ATHENA: Advanced Techniques for High Dimensional Parameter Spaces to Enhance Numerical Analysis