.. _example_linear_model_lasso_dense_vs_sparse_data.py:


==============================
Lasso on dense and sparse data
==============================

We show that linear_model.Lasso and linear_model.sparse.Lasso
provide the same results and that in the case of
sparse data linear_model.sparse.Lasso improves the speed.



**Python source code:** :download:`lasso_dense_vs_sparse_data.py <lasso_dense_vs_sparse_data.py>`

.. literalinclude:: lasso_dense_vs_sparse_data.py
    :lines: 11-