.. _examples-index:

Examples
==========

    :Release: |version|
    :Date: |today|




General examples
-------------------

General-purpose and introductory examples for the scikit.



.. toctree::

    ./lda
    ./logistic_l1_l2_coef
    ./naive_bayes
    ./plot_classification_probability
    ./plot_confusion_matrix
    ./plot_digits_classification
    ./plot_feature_selection
    ./plot_gmm
    ./plot_gmm_pdf
    ./plot_neighbors
    ./plot_precision_recall
    ./plot_roc
    ./plot_roc_crossval



Generalized Linear Models
-------------------------

Examples concerning the `scikits.learn.glm` package.


.. toctree::

    glm/lasso_and_elasticnet
    glm/lasso_path_with_crossvalidation
    glm/plot_lar
    glm/plot_lasso_coordinate_descent_path
    glm/plot_ols


.. _svm_examples:

SVM: support vector machine
------------------------------

Examples concerning the `scikits.learn.svm` package.



.. toctree::

    svm/plot_custom_kernel
    svm/plot_svm
    svm/plot_svm_hyperplane
    svm/plot_svm_nonlinear
    svm/plot_svm_oneclass
    svm/plot_weighted_classes
