The linear model is summarized with reference to scikit-learn official website.
Ordinary Least Squares¶ Least Squares Regression (OLS)
Ridge regression and classification¶
Lasso¶
Multi-task Lasso
Elastic-Net
Multi-task Elastic-Net
Least Angle Regression
LARS Lasso
Orthogonal Matching Pursuit (OMP)
Bayesian Regression
Logistic regression
Stochastic Gradient Descent - SGD
Perceptron
Passive Aggressive Algorithms
Robustness regression: outliers and modeling errors
Polynomial regression: extending linear models with basis functions
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