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v0.0.3: Enhanced Automation & Critical Fixes

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@Reezo912 Reezo912 released this 03 Aug 21:16
· 8 commits to main since this release
v0.0.3
b37facd

🚀 Enhanced Automation & Critical Fixes

🐛 Fixed

  • Critical validation bug in LogisticRegression (y.ndim != 0 → y.ndim != 1)
  • Gitignore configuration fixed
  • Unused imports removed

✨ Improved

  • run_all.py with formatted output and timing
  • Automatic decimal formatting (4 decimals for clean display)
  • Comprehensive README with performance tables
  • Robust input validation across all models

📊 Performance Metrics

  • Linear Regression: 99.98% sklearn accuracy (MSE: 0.5560 vs 0.5559)
  • Logistic Regression: 97.90% accuracy on Breast Cancer dataset

🛠️ Infrastructure

  • Added scripts/ directory with automation tools
  • Enhanced documentation and project structure
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