AI2GMM

This is an implementation of AI2GMM, I2GMM, and IGMM in c++ and wrapped in matlab.

Usage

Usage for Matlab Users

Demos on Synthetic Dataset

The folder AI2GMM/scripts contains several demo scripts for different application scenario:

• run_ixgmm.m: Demo of run IGMM, I2GMM, AI2GMM for either clustering or non-exhaustive tasks on the synthetic dataset.
• run_nonexhaustive.m: Demo for non-exhaustive learning experiments on the synthetic dataset.
• run_i2gmm_or_ai2gmm_classifier.m: Demo of using I2GMM or AI2GMM as a classifier on a synthetic dataset.
• run_igmm_classifier.m: Demo of using IGMM as a classifier on a synthetic dataset.