SGD software for parameter inference in discretely observed stochastic kinetic models

This program is a free software associated with the paper:

Parameter inference for discretely observed stochastic kinetic models using stochastic gradient descent
Yuanfeng Wang, Scott Christley, Eric Mjolsness and Xiaohui Xie
BMC Systems Biology 2010, 4:99 doi:10.1186/1752-0509-4-99.

The code is implemented with Matlab(version 2008a) (Copyright @ Yuanfeng Wang)

Instruction of use

  1. Open and run the file “ main_sgd ” in the fold using matlab , choose to input the datafile either using graphic interface or by specifying the file directory. %% %%*%%%%* The GLPKmex package should be installed first before the run. The windows version of GLPKmex is included in the sourcecode. The Linux version of glpkmex is can be downloaded here GLPKmex .

Input files:

Output: