selkerdawy / feat-selection

Mini-project CMPUT 566

feature-selection

Mini-project CMPUT 566

Installation

virtualenv -p python3 .env
source .env/bin/activate

• Install required packages

pip install -r req.txt 

VGG

python cifarvgg.py --mode train --dataset cifar10 --out_dir cifar10vgg #train 
python cifarvgg.py --mode test --dataset cifar10 --chkpnt cifar10vgg/model.hdf5 #test
python cifarvgg.py --mode extract --dataset cifar10 --chkpnt cifar10vgg/model.hdf5 #extract features

Feature selection

python main_fs.py --path cifar10vgg