def ls()

in code/figure_1/penalties.py [0:0]

• 2 lines of code
• 1 McCabe index (conditional complexity)

def ls(x, y, reg=.1):
    return Ridge(alpha=reg, fit_intercept=False).fit(x, y).coef_