.. _example_linear_model_plot_sgd_loss_functions.py:


==========================
SGD: Convex Loss Functions
==========================

An example that compares various convex loss functions.


All of the above loss functions are supported by
:class:`sklearn.linear_model.stochastic_gradient` .


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

.. literalinclude:: plot_sgd_loss_functions.py
    :lines: 12-