Commit 93c4c1af authored by Konstantinos Chatzilygeroudis's avatar Konstantinos Chatzilygeroudis
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Update README [ci skip]

parent 6241f7fe
...@@ -5,7 +5,7 @@ Limbo (LIbrary for Model-Based Optimization) is an open-source C++11 library for ...@@ -5,7 +5,7 @@ Limbo (LIbrary for Model-Based Optimization) is an open-source C++11 library for
Documentation & Versions Documentation & Versions
------------------------ ------------------------
The development branch is the [master](https://github.com/resibots/limbo/tree/master) branch. For the latest stable release, check the [release-2.0](https://github.com/resibots/limbo/tree/release-2.0) branch. The development branch is the [master](https://github.com/resibots/limbo/tree/master) branch. For the latest stable release, check the [release-2.1](https://github.com/resibots/limbo/tree/release-2.1) branch.
Documentation is available at: http://www.resibots.eu/limbo Documentation is available at: http://www.resibots.eu/limbo
A short paper that introduces the library is available here: https://members.loria.fr/JBMouret/pdf/limbo_paper.pdf A short paper that introduces the library is available here: https://members.loria.fr/JBMouret/pdf/limbo_paper.pdf
...@@ -15,15 +15,16 @@ Citing Limbo ...@@ -15,15 +15,16 @@ Citing Limbo
If you use Limbo in a scientific paper, please cite: If you use Limbo in a scientific paper, please cite:
Cully, A., Chatzilygeroudis, K., Allocati, F., and Mouret J.-B., (2016). [Limbo: A Flexible High-performance Library for Gaussian Processes modeling and Data-Efficient Optimization](https://members.loria.fr/JBMouret/pdf/limbo_paper.pdf). *Preprint*. Cully, A., Chatzilygeroudis, K., Allocati, F., and Mouret J.-B., (2018). [Limbo: A Flexible High-performance Library for Gaussian Processes modeling and Data-Efficient Optimization](https://members.loria.fr/JBMouret/pdf/limbo_paper.pdf). *The Journal of Open Source Software*.
In BibTex: In BibTex:
@article{cully_limbo_2016, @article{cully2018limbo,
title={Limbo: A Flexible High-performance Library for Gaussian Processes modeling and Data-Efficient Optimization}, title={{Limbo: A Flexible High-performance Library for Gaussian Processes modeling and Data-Efficient Optimization}},
author={Cully, A. and Chatzilygeroudis, K. and Allocati, F. and Mouret, J.-B.}, author={Cully, A. and Chatzilygeroudis, K. and Allocati, F. and Mouret, J.-B.},
year={2016}, year={2018},
journal={Preprint}, journal={{The Journal of Open Source Software}},
publisher={The Open Journal},
url={https://members.loria.fr/JBMouret/pdf/limbo_paper.pdf} url={https://members.loria.fr/JBMouret/pdf/limbo_paper.pdf}
} }
...@@ -49,7 +50,7 @@ Main features ...@@ -49,7 +50,7 @@ Main features
- Modern C++-11 - Modern C++-11
- Generic framework (template-based / policy-based design), which allows for easy customization, to test novel ideas - Generic framework (template-based / policy-based design), which allows for easy customization, to test novel ideas
- Experimental framework that allows user to easily test variants of experiments, compare treatments, submit jobs to clusters (OAR scheduler), etc. - Experimental framework that allows user to easily test variants of experiments, compare treatments, submit jobs to clusters (OAR scheduler), etc.
- High performance (in particular, Limbo can exploit multicore computers via Intel TBB and vectorize some operations via Eigen3) - High performance (in particular, Limbo can exploit multi-core computers via Intel TBB and vectorize some operations via [Eigen3](http://eigen.tuxfamily.org/index.php?title=Main_Page))
- Purposely small to be easily maintained and quickly understood - Purposely small to be easily maintained and quickly understood
Scientific articles that use Limbo Scientific articles that use Limbo
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