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This project uses machine learning to predict diabetes and provides explanations through SHAP and PCA, displayed in an intuitive user interface.

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Name		Name	Last commit message	Last commit date
Latest commit History 77 Commits
app		app
images		images
model-api		model-api
.gitignore		.gitignore
README.md		README.md
build.sh		build.sh
diabetes_notebook.ipynb		diabetes_notebook.ipynb
docker-compose.yml		docker-compose.yml

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Build

chmod +x ./build.sh
./build.sh

Start

docker compose up -d

Open the app

The app will be available at: http://localhost:3000

Screenshots

Splash Screen

Dashboard

PCA Embeddings

Shap Values

About

This project uses machine learning to predict diabetes and provides explanations through SHAP and PCA, displayed in an intuitive user interface.

machine-learning nextjs xgboost pca drizzle tailwindcss diabetes-prediction shap shadcn-ui

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