This repository is a fork of http://wcms.inf.ed.ac.uk/ipab/slmc/research/software-lwpr for Python 3.
Contents of the LWPR library (C) 2007 Stefan Klanke and Sethu Vijayakumar
sethu.vijayakumar@ed.ac.uk
The library is freely available under the terms of the LGPL with an exception that allows for static linking, see the
file COPYING.
Please see the file INSTALL.TXT for installation instructions.
Inside the top-level directory created after unzipping the archive, there are several subdirectories that contain sources, include files and documentation for programming languages other than Matlab:
doc
contains supplementary documentation and hints how to tune learning parameters etc. matlab
contains the Matlab functions (.m files). To use the LWPR library from Matlab, all you have to do is to add this directory to your Matlab path, and to run "lwpr_buildmex" within Matlab in order to build the MEX wrappers. Recent versions of Octave (2.9.12 or later) are compatible with Matlab's MEX-interface, and thus the build script we provide works in that environment as well. include
C header files of the LWPR library. C++ header (lwpr.hh) file for wrapping the C library as a C++ class
src
C sources.
mexsrc / mexoct
C sources of Matlab/Octave MEX-wrappers, as well as directives for building them using GNU autotools. On Windows, building the MEX files is handled by the script lwpr_buildmex, so probably you will not have to look into these.
example_c
contains a simple demo that shows how to use the library from a C program. example_cpp
contains a demo how to use the C++ wrapper to call the LWPR library in C++ style. python
contains a Python extension module for LWPR, written in C, and also a Python script demonstrating its usage. If you have Python's distutils installed, you can build the extension using setup.py, otherwise try the included Makefile on a Linux/Unix system.
Please note that you need to have "numpy" already installed on
your system.
html
contains documentation for the C and C++ modules as generated by Doxygen.
VisualC
Visual Studio "solutions" and project files. Only tested with
Visual Studio Express 2008.
MingW
Contains a simple Makefile for building the C library and
examples on Windows using the MinGW compiler. Probably also
works with Cygwin.
tests
Contains a simple test program (written in C) that checks
some aspects of the library during a "make check" call
on UNIX-like systems.
THIS SOURCE CODE IS SUPPLIED "AS IS" WITHOUT WARRANTY OF ANY KIND, AND ITS AUTHOR AND THE JOURNAL OF MACHINE LEARNING RESEARCH (JMLR) AND JMLR'S PUBLISHERS AND DISTRIBUTORS, DISCLAIM ANY AND ALL WARRANTIES, INCLUDING BUT NOT LIMITED TO ANY IMPLIED WARRANTIES
OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE, AND ANY WARRANTIES OR NON INFRINGEMENT. THE USER ASSUMES ALL LIABILITY AND RESPONSIBILITY FOR USE OF THIS SOURCE CODE, AND NEITHER THE AUTHOR NOR JMLR, NOR JMLR'S PUBLISHERS AND DISTRIBUTORS, WILL BE LIABLE FOR DAMAGES OF ANY KIND RESULTING FROM ITS USE. Without limiting the generality of the foregoing, neither the author, nor JMLR, nor JMLR's publishers and distributors, warrant that the Source Code will be error-free, will operate without interruption, or will meet the needs of the user.