To get started first run install_dependencies.py to install all the necessary packages required.The application uses flask as a backend server and dash/plotly for interactive EDA.The server is contained in server.py and the routing as well as the dash apps are handled by main.py which imports other dash apps [app.py & app8.py]. In order to run the whole application after running install_dependencies.py ,run main.py.The dashboard is hosted at http://127.0.0.1:5000/dashboard/ where as other apps are hosted respectively at
http://127.0.0.1:5000/tsne ,http://127.0.0.1:5000/model ,http://127.0.0.1:5000/app8
You can handle dash apps using flask just by calling the constructor function in the dash app by app=dash.Dash(name='app7', sharing=True, server=server, url_base_pathname='/app8') where server is the flask server that was created to handle all the apps.
- Dash - Main server and interactive components
- Plotly Python - Used to create the interactive plots
- Scikit-Learn - Run the t-SNE algorithm
- Flask-backend stuff