[Date Prev][Date Next] [Thread Prev][Thread Next] [Date Index] [Thread Index]

Bug#713986: ITP: ask -- Adaptive Sampling Kit for big experimental spaces



Package: wnpp
Severity: wishlist
Owner: Pablo Oliveira <pablo@sifflez.org>

* Package name    : ask
  Version         : 1.0.1
  Upstream Author : Pablo Oliveira, Eric Petit and contributors 
* URL             : https://code.google.com/p/adaptive-sampling-kit/
* License         : GPL
  Programming Lang: Python, R
  Description     : Adaptive Sampling Kit for big experimental spaces

  Adaptive Sampling Kit (ASK) is a toolkit for sampling big experimental spaces.
  When the space is small, the response can be measured for every point in the
  space. When the space is large, doing an exhaustive measurement is either not 
  possible in terms of execution time or simply not practical. ASK tries to find
  good approximations of the response by sampling only a small fraction of the
  space. ASK features multiple active learning algorithms to prioritize the
  exploration of the interesting parts of the experimental space.


Reply to: