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v0.0.2 (Alpha)

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@Reezo912 Reezo912 released this 03 Aug 11:50
· 12 commits to main since this release
v0.0.2
842ef2a

🔧 Bug Fixes & Critical Improvements

🚨 Critical Fixes

  • Fixed data leakage: Proper train/test separation using sklearn Pipeline
  • Fixed preprocessing: StandardScaler now applied correctly
  • Fixed variable naming: Consistent use of pesos and bias

✨ Improvements

  • Better test structure: More accurate model comparison
  • Type hints: Improved code documentation
  • Cleaner code: Better organization and readability

📊 Performance

  • More reliable metrics due to proper data handling
  • Fair comparison between custom and sklearn implementations

Important: This version fixes critical data leakage issues from v0.0.1

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