This is an web application for modeling, training and testing General Regression Neural Networks (GRNN). It is developed with Flask and React. It helps you tweak model parameters to achieve better error scores.
Demo can be seen here.
It is optional yet advised to run the app inside a virtual environment. venv can be used as follows. Make sure you are in the project directory!
- First create an environment named "venv" inside the project directory:
python3 -m venv venv- Activate the new environment:
. /venv/bin/activate- In the environment, install the dependencies using pip:
pip install -e .- Register your app to your terminal via following commands:
export FLASK_APP=main.py # Entry point of the app
export FLASK_ENV=development # or production- Finally, run the app:
flask runThe app should be live on http://127.0.0.1:5000/.
There are two example csv datasets in example_datasets folder that you can use for testing. Just open the app and follow the flow.