03-20-2010
There is a source here, with a specific reference to SciPy:
Kernel density estimation - Wikipedia, the free encyclopedia
Or you could roll your own pdf by constantly doing a lookup of the amount of points smaller than a scalar x and divide by the total amount of points. This is similar to your approach, but as you say quite inefficient if you need the pdf values quite frequently.
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LEARN ABOUT DEBIAN
irunner3
IRUNNER(1) IRUNNER(1)
NAME
irunner - interactive runner interface
SYNOPSIS
irunner [options] file_to_run
DESCRIPTION
irunner is an interface to the various interactive runners available in IPython's irunner module. It can used to run scripts as if they
where typed up interactively.
The already implemented runners are listed below; adding one for a new program is a trivial task, see the source for examples.
OPTIONS
-h, --help
show this help message and exit
--ipython
IPython interactive runner (default).
--python
Python interactive runner.
--sage SAGE interactive runner.
EXAMPLE
irunner.py --python -- --help will pass --help to the python runner. Similarly, irunner.py --ipython -- --interact script.ipy
SEE ALSO
ipython(1)
AUTHOR
irunner is an extension of Ken Schutte <kschutte-AT-csail.mit.edu>'s script contributed on the ipython-user list:
http://mail.scipy.org/pipermail/ipython-user/2006-May/003539.html
This manual page was written by Bernd Zeimetz <bernd@bzed.de>, for the Debian project (but may be used by others). Modified by Fernando
Perez <Fernando.Perez@berkeley.edu> for inclusion in IPython.
July 15, 2011 IRUNNER(1)