Bug#713986: ITP: ask -- Adaptive Sampling Kit for big experimental spaces
Owner: Pablo Oliveira <email@example.com>
* 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.