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3-degree-polynomial

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GDSimpson3 / Polynomial-regression-001-impl

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Multi term Polynomial Regression with Learnable Exponents and Coefficients (+L1 Regularisation for Term Pruning & Coefficient/Exponent Based Feature augmentation)

automatic-differentiation mse pruning gradient-descent polynomial-regression from-scratch normalization non-linear-regression non-linear-optimization l1-regularization dynamic-regression lasso-regularization dynamic-pruning alpha-decay function-estimation 2-degree-polynomial 3-degree-polynomial exponent-clamping power-law-models n-degree-polynomial
  • Updated Dec 30, 2025
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