KGode

Kernel Based Gradient Matching for Parameter Inference in Ordinary Differential Equations

CRAN Package

The kernel ridge regression and the gradient matching algorithm proposed in Niu et al. (2016) and the warping algorithm proposed in Niu et al. (2017) are implemented for parameter inference in differential equations. Four schemes are provided for improving parameter estimation in odes by using the odes regularisation and warping.


Documentation


Team


Insights

Last 30 days

Last 365 days

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by cranlogs


Binaries


Dependencies

  • Depends1 package
  • Imports5 packages
  • Reverse Imports1 package