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Circle Explainable AI application

Intrduction

This is an application that aims to educate users about the most influential factors in a dataset when it is trained to predict a certain variable's outcome. It allows users to understand what the machine learning model believes to be the most affecting factors in a given dataset.

There are some pre-trained models that demonstrate this feature and visualizations are generated to help understand these factors.

Running the application

Ensure you have docker installed on your local system

Build and run the application by running the following commands.

docker build -t circle-app .
docker run -p 8080:8080 circle-app

This will allow you to view the app in localhost:8080

Output

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Validation



Registration (Signup)



License

MIT License

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