byteninja16/titanic-api repository overview

Titanic Survival Prediction API

A lightweight, containerized FastAPI application that predicts Titanic passenger survival using a trained Scikit-learn Pipeline.

The image is ready to run with Docker and includes interactive API documentation via Swagger UI.

Quick Start Pull the image docker pull byteninja16/titanic-api:latest Run the container docker run -p 8000:8000 byteninja16/titanic-api:latest Open the API Swagger UI: http://localhost:8000/docs⁠ API Root: http://localhost:8000/⁠ Features 🚀 FastAPI REST API 🤖 Scikit-learn Machine Learning Pipeline 📊 Titanic Survival Prediction 📦 Dockerized Deployment 📖 Interactive Swagger Documentation Documentation

For the complete source code, project documentation, implementation details, and setup instructions, visit the GitHub repository:

GitHub Repository: https://github.com/ByteNinjaOfficial/Atlas⁠

Tech Stack Python 3.12 FastAPI Scikit-learn Pandas NumPy Joblib Docker Uvicorn