titanic-ml

Machine learning using the Titanic survivors dataset.

All code files in this repository are licensed under the Creative Commons Zero v1.0 Universal license, found in the LICENSE file in the root folder of this repository.

Deployed at https://titanic-survivor-ml.streamlit.app/

The data used is from Data Science Dojo.

Standard Quickstart

Clone the repository locally, navigate to the root directory, and open a terminal. Then run these commands:

1. pip install -r requirements.txt
2. python titanic_core.py

You will see the accuracy and classification report in the terminal, and all the graphs will show up as windows.

StreamLit Quickstart

Clone the repository locally, navigate to the root directory, and open a terminal. Then run these commands:

1. pip install -r requirements.txt
2. pip install streamlit
3. streamlit run titanic_web.py

StreamLit should be hosting the site locally.