https://github.com/pin3da/gplib
C++ Gaussian Process Library
https://github.com/pin3da/gplib
c-plus-plus gaussian-processes machine-learning machine-learning-library
Last synced: 8 months ago
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C++ Gaussian Process Library
- Host: GitHub
- URL: https://github.com/pin3da/gplib
- Owner: pin3da
- Created: 2015-03-01T20:34:26.000Z (over 11 years ago)
- Default Branch: master
- Last Pushed: 2016-02-06T03:46:30.000Z (over 10 years ago)
- Last Synced: 2024-04-08T09:10:14.917Z (about 2 years ago)
- Topics: c-plus-plus, gaussian-processes, machine-learning, machine-learning-library
- Language: C++
- Size: 8.76 MB
- Stars: 12
- Watchers: 5
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
gplib
=====
Build status : [](https://travis-ci.org/pin3da/gplib)
C++ Gaussian Process Library
Requirements/Dependencies
------------
- [Armadillo](http://arma.sourceforge.net/).
- C++11 compliant compiler. (g++ >= 4.7, clang++ >= 3.5).
- (Optinal, only for test) [Boost test suites](http://www.boost.org/doc/libs/1_57_0/libs/test/doc/html/index.html).
- [NLOpt Optimization library](http://ab-initio.mit.edu/wiki/index.php/NLopt).
Example in debian-based distributions
$apt_pref update
$apt_pref install libarmadillo-dev g++ libboost-test-dev libnlopt-dev
Notes:
- Install Armadillo from the source code, for a more updated version. [link](http://arma.sourceforge.net/download.html)
- If you install nlopt from the source code remember to set the [enable\_shared flag.](http://ab-initio.mit.edu/wiki/index.php/NLopt_Installation#Shared_libraries)
Installation
------------
Installation can be done by the standard make && make install. If the boost
unittest framework is install check and installcheck can be run for sanity
checking.
git clone https://github.com/pin3da/gplib.git
cd gplib
make
make check
make install
make installcheck
The most commonly useful overrides are setting CXX, to change the compiler
used, and PREFIX to change install location. The CXX prefix should be used on
all targets as the compiler version is used in the build path. PREFIX is only
relevant for the install target.
Example compiling with clang++
export CXX=clang++
make
make check
Contributing
============
Contribution to this library is welcome and it is suggested using pull requests
in github that will then be reviewed and merged or commented on. A more specific
contribution guideline is outlined on the [zmq site](http://zeromq.org/docs:contributing)
Please feel free to add yourself to the [AUTHORS](https://github.com/pin3da/gplib/blob/master/AUTHORS) file in an alphanumerically
sorted way before you raise the pull request.
Documentation
=============
Most of the code is now commented with doxygen style tags, and a basic configuration file to generate them is in the root directory.
To build the documentation with doxygen use
doxygen
And the resulting html or latex docs will be in the docs/html or docs/latex directories.
An online version of this documentation is brought to you by [gh-pages](http://pin3da.github.io/gplib/)
*Disclaimer : The online documentation may be outdated*
Licensing
=========
The library is released under the MPLv2 license.
Please see LICENSE for full details.
_______
Developed by In-silico.