ModEst - Model estimation package for inverse problems. This is intended to replace the "inverse" package and be more user friendly
License: MIT License
Python 79.14%Fortran 20.86%
modest's Introduction
ModEst - Model estimation package for inverse problems
The flagship function for this package is modest.nllstsq.nonlin_lstsq,
which is a nonlinear least-squares solver. It performs the same
operations as scipy.optimize.curve_fit and includes a great deal of
regularization options. See the documentation for nonlin_lstsq for
more information
This package also includes a package for generating a Tikhonov
regularization matrix based on connectivity of model parameters and it
includes a Kalman filtering class. There is currently little
documentation for these features.
Install ModEst with the shell command "python setup.py install"