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Regression with SciKit-Learn Collection

Code snippets for building a range of regression machine learning models using SciKit-Learn

LINEAR MODELS

Linear Regression

Ridge Regression

Lasso Regression

Elastic Net Regression

SUPPORT VECTOR MACHINE

SVM Regression

TREE BASED MODELS

Decision Tree

Random Forest

Gradient Boosting Regressor

Histogram-Based Gradient Boosting Regressor