All notable changes to this project will be documented in this file.
The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.
- First official stable release.
- Comprehensive dataset profiling and health checks.
- Support for multiple report formats: Markdown, JSON, HTML, and PDF.
- Two HTML report themes:
minimalandneubrutalism. - Automatic suggestion provider for data quality issues.
- Code generation for pandas fix scripts.
- Sklearn preprocessing pipeline generation.
- CLI commands:
scan,details,report,checks, andversion. - Robust error handling for invalid files, empty datasets, and malformed configurations.
- Configuration support via YAML, TOML, and JSON.
- Intelligent sampling for large datasets.
- Dataset drift detection.
- Mutual information and statistical checks.
- Refactored report generators for robust lazy loading.
- Improved CLI output with better error messages and color-coded statuses.
- Updated documentation and website for stable release.
- Fixed crash when generating reports for single-row datasets.
- Fixed dependency issues in report generation when optional libraries are missing.
- Fixed non-deterministic order in generated fix scripts.
- Initial beta release with core features.