[READY] remove inheritance from sklearn Lasso (#54)

* remove inheritance from sklearn Lasso

* Revert "remove inheritance from sklearn Lasso"

This reverts commit fe96a7f.

* first try to remove sklearn inheritance

* check_estimator ok Lasso

* wLasso passes check_estimator

* enet passes check_estimator

* MCP passes check_estimator

* Logreg passes check_estimator

* [ci skip] fix docstring

* push tests

* fix pydocstyle error

* Fixed first comments

* Fixed more comments

* handle n_iter differently

* add warm_start

* issues with warm_start

* fix warm start for Lasso

* split _glm_fit in _glm_reg_fit and _glm_clf_fit

* training_vector >> training data

* flake8

* flake8

* better formatting error msg wL1

* harmonized line break

* add failing test warm start

* first step towards SVC

* First fix for SVC tests

* Fix warm start

* Fix warm start SVC

* accept_large_sparse to False

* rm path and use fit in GLE. multitask needs fixing

* MultiTask needs fixing

* fixes, ranming bcd_solver with same names

* flake8

* flake8

* cleanup

* [ci skip] back to _glm_fit, SVC has to be fixed again

* fix is_classif for GLE

* Revert "[ci skip] back to _glm_fit, SVC has to be fixed again"

This reverts commit b45123e.

* progress merging back

* jit

* revert again

This reverts commit b45123e.

* merged back glm_fit

* flake8

* made check estimator pass

* flake8

* CLN + questions

* added all est in test_warm_start

* some comment in test

* rm test SVC

* return _glm_fit once in fit GLM class

* added a TODO for LinearSVC

* call comiled penalty with a different name for isinstance checks to work

* remove question SVC p0

* flake8

* rm commented code

* cos: rm comments in test

Co-authored-by: Klopfe <[email protected]>
Co-authored-by: QB3 <[email protected]>
Co-authored-by: Badr MOUFAD <[email protected]>

Author: 4 people