SpArX-GUI

GUI for SpArX Neural Networks

Local-host:

1. Clone repo from: https://github.com/SpArX-Group-10/SpArX-GUI

   git clone https://github.com/SpArX-Group-10/SpArX-GUI

2. Install requirements:

   pip install -r requirements.txt

3. Give permission to the start script:

   chmod +x ./start.sh

4. To run the GUI, run the following bash script:

   ./start.sh

GUI: Model setup:

Upload dataset:

Upload Dataset

For example, using the Iris dataset:

Uploaded Iris dataset

Click on the ticks to choose which features of the dataset you would like to include.

Neural network structure:

Neural network structure options

To add more layers, click on “Add new layer”.

Neural network activation function options

You can decide the number of neurons in each layer and select the activation function for each layer.

If you change your mind, you can remove a layer by clicking on “Remove”.

More hyperparameter options:

Along with choosing the neural network structure, you can decide on other hyperparameters.

Hyperparameter options

Note: The number of epochs must be an integer (it will not let you put a non-integer value)

Clustering options:

Global merging

Global merging

Local merging

Local merging

Model setup is done!

Depending on the size of your dataset, neural network, number of epochs… etc it might take a long time to get your visualisation.

Model setup waiting for server