A number of linear models have a normalize option to scale all features to equal variance.

However, this only has any effect if fit_intercept=True. This interaction does not appear to be documented.

So this issue requests that one of the following actions be taken:

• the fit_intercept=True requirement should be noted in the comment for normalize; or
• normalize should apply when fit_intercept=False, assuming the data is already centered