Titanic Survival Prediction App

Description

• The app lets you input your attributes then it will predict whether you would have been more likely to survive or not if you were a passenger on the Titanic.
• It was created during a day-long hackathon with a team of four.
• The tech stack is Svelte and TypeScript on the frontend and Python, SciKit Learn, Pandas, Numpy, Flask and MongoDB on the backend.
• It uses a logistic regression classifier model to make the predictions, the model was trained using Titanic passenger data.

Setup

• Instructions for the backend service are here
• Instructions for the client app are here