zhouyuking / ModEst

ModEst - Model estimation package for inverse problems. This is intended to replace the "inverse" package and be more user friendly

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

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"

About

ModEst - Model estimation package for inverse problems. This is intended to replace the "inverse" package and be more user friendly

License:MIT License


Languages

Language:Python 79.1%Language:Fortran 20.9%