Documentation for scikit-learn
-------------------------------

This section contains the full manual and web page as displayed in
http://scikit-learn.sf.net. To generate the full web page, including
the example gallery (this might take a while):

    make html

Or, if you'd rather not build the example gallery:

    make html-noplot

That should create all the doc in directory _build/html

To build the PDF manual, run

    make latexpdf


Upload the generated doc to sourceforge
---------------------------------------

First off, generate HTML documentation::

    make html

This should create a directory _build/html/stable with the documentation in
html format.

Next, make sure you have the PNG optimizer OptiPNG installed.
The PNG files generated by Matplotlib tend to be ~20% too big, and they're
costing us bandwidth. Then issue::

    make optipng

This may take some time. If you have a big machine at your disposal,
check the ``Makefile``; it has a hint on how to speed up this target.

Now can upload the generated HTML documentation using scp or some other SFTP
clients.

    * Project web Hostname: web.sourceforge.net
    * Path: htdocs/
    * Username: Combine your SourceForge.net Username with your SourceForge.net
      project UNIX name using a comma ( "," ); see below
    * Password: Your SourceForge.net Password

An example session might look like the following for Username "jsmith"
uploading a file for this project, using rsync with the right switch for the
permissions:

[jsmith@linux ~]$ rsync -rltvz --delete _build/html/stable/ \
> jsmith,scikit-learn@web.sourceforge.net:htdocs/dev -essh
Connecting to web.sourceforge.net...
The authenticity of host 'web.sourceforge.net (216.34.181.57)' can't be established.
RSA key fingerprint is 68:b3:26:02:a0:07:e4:78:d4:ec:7f:2f:6a:4d:32:c5.
Are you sure you want to continue connecting (yes/no)? yes
Warning: Permanently added 'web.sourceforge.net,216.34.181.57' (RSA) to the list of known hosts.
jsmith,fooproject@web.sourceforge.net's password:
sending incremental file list
...
