.. _example_linear_model_plot_sgd_loss_functions.py: ========================== SGD: convex loss functions ========================== A plot that compares the various convex loss functions supported by :class:`sklearn.linear_model.SGDClassifier` . .. image:: images/plot_sgd_loss_functions_001.png :align: center **Python source code:** :download:`plot_sgd_loss_functions.py ` .. literalinclude:: plot_sgd_loss_functions.py :lines: 9- **Total running time of the example:** 0.09 seconds ( 0 minutes 0.09 seconds)