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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

@bharath03-a
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If this is still acceptable I can probably explore on why the tests are failing for different python versions...

What do you think? @emeli-dral

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