.. _examples-index:

Examples
==========

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




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

General-purpose and introductory examples for the scikit.



.. toctree::

    ./lda
    ./naive_bayes
    ./plot_classification_probability
    ./plot_digits_classification
    ./plot_feature_selection
    ./plot_lasso_coordinate_descent_path
    ./plot_logistic_l1_l2_coef
    ./plot_neighbors



Gaussian-mixture modeling
--------------------------

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

.. warning::

  The code in the `scikits.learn.em` submodule is not as mature as the
  rest of the scikit and is prone to changing.



.. toctree::

    em/basic_example1
    em/basic_example2
    em/basic_example3
    em/discriminant_analysis
    em/expectation
    em/pdfestimation
    em/pdfestimation1d
    em/plotexamples
    em/regularized_example
    em/utils



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

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



.. toctree::

    svm/plot_svm
    svm/plot_svm_hyperplane
    svm/plot_svm_nonlinear
    svm/plot_svm_oneclass
