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Enhanced get_binned_data Function with Flexible Fill Methods and Dynamic Scaling#1659

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Enhanced get_binned_data Function with Flexible Fill Methods and Dynamic Scaling#1659
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@bharath03-a
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Continuation of PR #334

This PR rebases and enhances the original proposal by #1278 to dynamically compute fill_zeroes in get_binned_data().

Key contributions from original PR #334:

  • Dynamic fill value computation (min, mean, or auto)
  • Support for scaling the fill value using dynamic_scale
  • Better normalization and error handling

This PR preserves all that functionality, resolves merge conflicts, and ensures compliance with the current codebase and linter requirements.

Core Logic and code by - @boemer00

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