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Regression algorithm implementaions from scratch with python

regression_algorithms.py implements four popular regression algorithms:

  • (1) least-squares (LS)
  • (2) regularized LS (RLS) = L2-regularized LS
  • (3) L1-regularized LS (LASSO)
  • (4) robust regression (RR)