feat: enhance data visualization with rich HTML representations and improved string formatting#35
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andersretznerSGU merged 8 commits intodevfrom Sep 9, 2025
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Update main with dev progress
…ataframeseries-repr-of-`fits`-and-`wells`-attribute
…`fits`-and-`wells`-attribute
- Add report parameter to Model.fit() method with default True - Print formatted FitResultData summary after each fit when report=True - Enhance FitResultData.__str__() with detailed tabular output showing: - RMSE, R², correlation coefficient, slope, intercept - Statistical significance, sample size, confidence level - Calibration period and time offset information - Improve FitResultData.__repr__() for debugging - Add summary DataFrame methods for wells and fits analysis - Maintain backward compatibility with optional report parameter 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
- Remove unused _get_linear_regression function from linregressfit.py - Improve import organization in utils/__init__.py - Format logger_config.py with consistent double quotes style - Add comprehensive test coverage for all summary DataFrame methods: - obs_wells_summary, ref_wells_summary, wells_summary, fits_summary - Tests cover empty cases, data with/without timeseries, single/multiple wells - Ensure robust handling of edge cases and data validation 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
- Add _repr_html_ method to FitResultData for formatted table display - Improve Model __str__ and __repr__ methods with detailed well summaries - Fix obs_wells_summary and ref_wells_summary property-to-method conversion - Update fit result display logic to use HTML in Jupyter environments - Update all test calls to use method syntax instead of property access 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
…`fits`-and-`wells`-attribute
- Fix line length violations in fitresults.py HTML table formatting - Remove unused import in utils/__init__.py - Ensure all lines comply with 88-character limit 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
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_repr_html_()methods toFitResultDatafor tabular display in notebooksModel.__str__()and__repr__()with detailed well summariesobs_wells_summaryandref_wells_summaryfrom properties to methods