This assignment was made as a term project for the class of Optimal Nonlinear Design for the 2021-1 semester. The goal of this task is to separate the dummy of points using a hyperplane. There are two types of datasets in this task. One can split two dummy with a linear-hperplane and the other can split two dummy with a non-linear-hyperplane.

The example of dummies(datasetA-5000, datasetB-5000)

Before anything else, you must have the cplex-env virtual environment installed. Everything proceeds under the assumption that the cplex-env virtual environment is installed.

# You must be on the enviroment of `cplex`
pip setup.py install
pip install -e .

To check the generalized code, I tried to obtain the hyperplane separation by changing only the order using an arbitrary dumy.