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Add confidence interval visualization to regression exampleLinear Regression example added#548

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kiratjot-singh wants to merge 3 commits intodswah:mainfrom
kiratjot-singh:add-confidence-interval-example
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Add confidence interval visualization to regression exampleLinear Regression example added#548
kiratjot-singh wants to merge 3 commits intodswah:mainfrom
kiratjot-singh:add-confidence-interval-example

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This PR enhances the basic regression example by adding confidence interval visualization using confidence_intervals().

This helps users better understand model uncertainty and improves interpretability while keeping the example beginner-friendly.

No changes to existing functionality — only improves documentation/example clarity.

@kiratjot-singh kiratjot-singh changed the title [DOC] Add confidence interval visualization to regression exampleLinear Regression example added Add confidence interval visualization to regression exampleLinear Regression example added Mar 26, 2026
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