docs: sync README and website with current feature set#72
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maskedsyntax merged 1 commit intomainfrom Mar 16, 2026
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- Add missing checks: datetime_future_dates, datetime_gaps, datetime_monotonicity, normality, variance_homogeneity, low_mutual_information - Fix incorrect check names in website docs (many_zeros → high_zero_counts, target_leakage → target_leakage_patterns, missing_values → dataset_missingness) - Document --config flag across all CLI commands (scan, details, report) - Add config file loading section to Python API docs - Add dedicated Configuration section to website with YAML/TOML/JSON examples - Add --comparison flag to scan/details CLI reference on website - Expand Available Checks from ~12 to all 30 checks across both docs
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Summary
Audited the README and website docs against the current codebase and brought both fully up to date. Fixes incorrect check names, adds missing checks and CLI flags, and documents the configuration file feature that was previously undocumented.