Currently picasso always fits an intercept for lasso. Now, if fit_intercept=False with picasso, an error is raised.
Changes to picasso can be reverted after this issue is resolved
https://github.com/jasonge27/picasso/issues/25
This also converts an error with ow-lbfgs when max_iter is reached into a warning, more similar to scipy. This allows max_iter to stop early and still return a value.
PR does a few things
Closes #197
Currently picasso always fits an intercept for lasso. Now, if
fit_intercept=Falsewith picasso, an error is raised. Changes to picasso can be reverted after this issue is resolved https://github.com/jasonge27/picasso/issues/25This also converts an error with ow-lbfgs when max_iter is reached into a warning, more similar to scipy. This allows max_iter to stop early and still return a value.
Some docs fixes/improvements.