Docker

Docker is one of the ways that you can run the code directly from the github page.

Installing Docker

Here are the commands that you will need to run in Ubuntu’s terminal in order to install everything

sudo apt-get update

sudo apt-get install apt-transport-https ca-certificates curl gnupg lsb-release

curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo gpg --dearmor -o /usr/share/keyrings/docker-archive-keyring.gpg

echo \  "deb [arch=amd64 signed-by=/usr/share/keyrings/docker-archive-keyring.gpg] https://download.docker.com/linux/ubuntu \  $(lsb_release -cs) stable" | sudo tee /etc/apt/sources.list.d/docker.list > /dev/null

sudo apt-get update

sudo apt-get install docker-ce docker-ce-cli containerd.io

After you have finished running all these commands, you should be able to run

docker -v

which will give you a message that looks like: Docker version 20.10.14, build a224086349

Running a DeepHyperX Docker image

Now that Docker is installed, we can build the DeepHyperX Docker image.

In your terminal run this command:

sudo docker build -t deep-hyper-x https://github.com/nshaud/DeepHyperX.git

-t allows us to set a tag/name for the image.

Now that the image is created, run it with

sudo docker run -p 9999:8097 -ti --rm deep-hyper-x

You will now be able to go to localhost:9999 to check the results of the tests you do in this image.

To run a basic test go back to your terminal and put in the command:

python main.py --model SVM --dataset IndianPines --training_sample 0.3

Once it is finished you can go back to localhost and change the Environment from main to IndianPines SVM to check the results