This Automated Machine Learning Application gives a the solution Automated ML deployment through a local machine rather than a third-party source like Heroku and also allows and help Machine Learning be accessible and easy to navigate for non-technical users.
- `streamlit`: web framework
- `pandas`: reading the dataframe
- `numpy`: handling with data matrices
- `base64`: encode results from the tuned hyperparameters as a csv file
- `plotly`: graphing
- `sci-kit learn`: model building, Random Forest algorithm, in-built dataset, GridSearch