🎉 Initial release of VisioML: A fully automated machine learning workflow app!
This version includes:
✅ Clean and intuitive Streamlit UI for dataset upload
✅ Automated data quality checks and missing value handling
✅ Smart feature engineering: categorical encoding + feature scaling
✅ Interactive data visualization (univariate, bivariate, multivariate)
✅ ML problem type inference (classification vs regression)
✅ Model selection, training, and evaluation with key metrics
✅ Cross-validation support for robust model comparison
✅ Modular code structure with separate logic and UI layers
Known limitations:
Built with ❤️ by a passionate ML fresher looking for opportunities.