A simple implementation of "Parallelized Stochastic Gradient Descent" (Zinkevich et al., 2010) with C++ and OpenMP.
An example of Linear Regression is demonstrated by encoding the closed form of objective function (least squres) and gradient.
First download the source code from the repo
cd src
make
./lin_reg
To clean up the .o
and executable file, use
make clean