regressor-lab

Iterative regression model development lab. Benchmark multiple architectures (Linear, Ridge, Gradient Boosting Regressor, Random Forest, XGBoost, optional small GPTs) against the same dataset, compare performance on a holdout set with confidence intervals, tune hyperparameters, and feed results into the Shadow-LEGO self-improvement loop.