Simple linear regression using straight lines: f(x) = a + bx.
Multivariable
Multivariable handles multi dimensional data where a vector of independent x values should be used to predict a single y value.
RTO
Fits straight regression lines through the origin f(x) = bx.
RidgeRegression
Univariable
Univariable handles two dimensional x,y data.