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AutoML

The project automatically creates a machine learning model based on the dataset provided by the user and the target value selected from the dataset. This project uses

  • streamlit to create a basic user-interface
  • pandas_profiling to automatically do exploratory data analysis and create a report which is then displayed
  • pycaret to create a regression or classification model that has the best accuracy based on the dataset provided

The app.py script contains the code to start the app whereas the requirements.txt contains the packages required to run the project.

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