🌻 HealthyMom App

You can access the web application here 🌐.

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📥 Download Repository

Clone the repository to your local machine:

git clone https://github.com/adityapanchal10/maternal-risk-app.git

🛠️ Setup Environment with Python 3.9.19

conda create -n newenv python=3.9

📦 Install Necessary Dependencies

Activate the newly created environment:

conda activate newenv

Then, update the environment using 'env.yml' if you prefer conda:

conda env update -n newenv -f env.yml

OR install using 'requirements.txt' if you prefer pip:

pip install -r requirements.txt

🚀 Run the Application

Navigate to the directory containing '0_Home.py' and execute the following command:

streamlit run 0_Home.py

Once the application is running, you can access it in your web browser by navigating to http://localhost:8501. This will allow you to interact with the HealthyMom app, explore its features, and analyze the predictions and contributions of each feature to the predictions for individual samples.

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References

1. Data: https://archive.ics.uci.edu/dataset/863/maternal+health+risk

2. Explainer Dashboard (github):

3. https://christophm.github.io/interpretable-ml-book/shapley.html

4. https://christophm.github.io/interpretable-ml-book/shap.html