Minterpy is an open-source Python package for multivariate polynomial interpolation as well as related tasks, like nonlinear polynomial regression, numerical integration, global optimization, level-set methods, and much more.
The Python package
minterpy is an implementation of the multivariate interpolation algorithm (MIP) by Hecht et al.1 and thereby provides software solutions that lift the curse of dimensionality from interpolation tasks. As interpolation occurs as the bottleneck of most computational challenges,
minterpy aims to free empirical sciences from their computational limitations.
minterpy is continuously extended and improved by adding further functionality and modules that provide novel digital solutions to a broad field of computational challenges, including but not limited to:
minterpy is an open-source Python package that makes it easily accessible and allows for further development and improvement by the Python community.