Fastlad Extra Quality

print("Estimated coefficients (first 5):", model.coef_[:5]) print("RMSE vs true:", np.sqrt(np.mean((model.coef_ - beta_true)**2)))

: Use a custom 11 x 8.5-inch layout in Canva to create a 4x2 grid. This allows for eight total panels (front cover, back cover, and six interior pages). fastlad

# Fit FastLAD (ADMM, parallelized) model = LADRegressor(max_iter=1000, rho=1.0, verbose=True) model.fit(X, y) print("Estimated coefficients (first 5):", model