The Least Absolute Deviation, Huber Fitting, and Least Absolute Shrinkage and Selection Operator methods are solved using the Alternating Direction Method of Multipliers approach from a Linear Algebra standpoint, as well as for Machine Learning justification and exploration. - View it on GitHub