Bug#1075835: ITP: python-bayesian-optimization -- Bayesian Optimization package

[Yogeswaran Umasankar <yogu@debian.org>]

Package: wnpp
Severity: wishlist
Owner: Yogeswaran Umasankar <yogu@debian.org>
X-Debbugs-Cc: debian-devel@lists.debian.org, yogu@debian.org

* Package name    : python-bayesian-optimization
  Version         : 1.5.0 
  Upstream Contact: Fernando M. F. Nogueira
* URL             : https://github.com/bayesian-optimization/BayesianOptimization
* License         : Expat
  Programming Lang: Python
  Description     : Bayesian Optimization package

Pure Python implementation of bayesian global optimization
 with gaussian processes. This is a constrained global
 optimization package built upon bayesian inference and
 gaussian process, that attempts to find the maximum value
 of an unknown function in as few iterations as possible.
 This technique is particularly suited for optimization of
 high cost functions, situations where the balance between
 exploration and exploitation is important. I planned to
 maintain this package under DPT.