Notice: This repo is still under construction.
Get the HIGGS data from here - https://drive.google.com/file/d/1sHIIFCoHbauk6Mkb6e8a_tp1qnvuUOCc/view
To run HIGGS experiment, choose --n = 500,1000,1500,2500,4000,5000 and run
python higgs.py
Get the fake MNIST data from here - https://drive.google.com/file/d/13JpGbp7PEm4PfZ6VeqpFiy0lHfVpy5Z5/view
To run MNIST experiment, choose --n = 100,200,300,400,500 and run
python mnist.py
To run Blob experiment with KDE
python blob_kde.py --exptype power --vtype vmin
To run Blob experiment with GMM
python blob_gmm.py --exptype power --vtype vmin
To run HDGM experiment, choose --vtype = vjs, --n = 100,1000,1500,2500, and --d = 3,5,10,15,20 and run
python hdgm.py --exptype power --vtype vjs