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This repository contains the demo code for the following paper:

• Huu M. Le, Anders Eriksson, Thanh-Toan Do and Michael Milford - A Binary Opptimization Approach for Constrained K-Means Clustering - In Asian Conference on Computer Vision (ACCV) 2018. Arxiv link: https://arxiv.org/abs/1810.10134

The current implementation uses MOSEK as Linear Programming Solver. Please obtain a free academic version of MOESEK at: https://www.mosek.com/. An implementation using CXXPY will be available in future releases.

Usage: To run the demo with synthetic data, execute the following command:

python synthetic_experiments.py

This code was tested on an Ubuntu Machine with Python 2.7.