Linear Models

Linear Regression with confidence intervals

Linear Regression with confidence intervals

Robust Regression with RANSAC

Robust Regression with RANSAC

Polynomial Surface Regression with Total Least Squares

Polynomial Surface Regression with Total Least Squares

Logistic Regression on the Iris Dataset

Logistic Regression on the Iris Dataset

Locally Weighted Regression on a Sine Function

Locally Weighted Regression on a Sine Function

Regularization Path for Ridge, LASSO, and ElasticNet Regression

Regularization Path for Ridge, LASSO, and ElasticNet Regression

Timeseries with SARIMA

Timeseries with SARIMA

Linear and Regularized Regression Models on Synthetic Data

Linear and Regularized Regression Models on Synthetic Data