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Linear Models - Real implementations with gradient descent and closed-form solutions
Structs§
- Elastic
Net - Elastic Net (L1 + L2 regularization) using Coordinate Descent
- Lasso
- Lasso Regression (L1 regularization) using Coordinate Descent
- Linear
Regression - Linear Regression using Ordinary Least Squares (closed-form) or Gradient Descent
- Logistic
Regression - Logistic Regression for binary and multiclass classification
- Ridge
- Ridge Regression (L2 regularization)