Disaster Recovery Prediciton

A machine learning powered API that utilizes user input to return the possible recovery time after a disaster.

Tech Stack:

Python, Scikit-learn, NumPy, Pandas

Framework:

FastAPI, Uvicorn

Dataset:

https://www.kaggle.com/datasets/emirhanakku/disaster-and-emergency-response-dataset-20182024

Usage:

1) Clone the repository to your device (git clone)
2) Create a Virtual Env
3) Install given requirements through requirements.txt
4) Run the FastAPI using uvicorn
!! Use: PORT/docs to get to the page !!