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deep-learning-for-perception

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Umer-Farooq-CS / California-Housing-Regression

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Linear Regression experiments on the California Housing dataset across five phases, using NumPy and scikit-learn only (no pandas). Includes EDA, polynomial features, SGD with scaling, residuals, 5-fold CV, and an LNCS-style report with figures.

reproducible-research numpy linear-regression sklearn cross-validation sgd polynomial-features residual-analysis california-housing deep-learning-for-perception
  • Updated Oct 5, 2025
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