Project

A streamlit app that uses a machine learning model to predict disease based on list of symptoms

Installation

This repository contains three ways to setup the environments and run the app.

Easiest: docker

1. If you have docker install, just run

docker run -p 8501:8501 guillechuma/disease_pred_streamlit

2. See the app at https://localhost:8501

Easiest: conda

1. Run this command

conda env create -f environment.yml

Easy: pip

1. Run this command inside python environment

pip install -r requirements.txt

How-to

1. Clone repository locally
2. Create and activate conda/python environment as specified above.
3. inside the project folder, run

streamlit run app.py

Enjoy!

Data Source

https://www.kaggle.com/datasets/itachi9604/disease-symptom-description-dataset

Author

Guillermo Chumaceiro