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Make the init command interactive. #209

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@HeerakKashyap

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@HeerakKashyap

Turn the igel init command into an interactive wizard. It could ask the user for the problem type, target column name, etc., and then generate a more complete igel.yaml file, improving the onboarding experience.

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