search

heal-research / HeuristicLab

HeuristicLab - An environment for heuristic and evolutionary optimization
https://dev.heuristiclab.com
GNU General Public License v3.0
32 stars 15 forks source link

Simplify specification of kernels for Gaussian processes #2678

Open HeuristicLab-Trac-Bot opened 7 years ago

HeuristicLab-Trac-Bot commented 7 years ago

Issue migrated from trac ticket # 2678

milestone: HeuristicLab 4.x Backlog | component: Algorithms.DataAnalysis | priority: lowest

2016-10-04 10:07:27: @gkronber created the issue

It is currently quite cumbersome to specify the kernel function for Gaussian process regression. The current implementation is closely related to the GPML implementation.

Instead we could also use our existing framework for symbolic expressions and AutoDiff to parse the expression for the kernel.

HeuristicLab-Trac-Bot commented 7 years ago

2016-10-22 16:57:39: @gkronber changed priority from medium to lowest

HeuristicLab-Trac-Bot commented 7 years ago

2016-10-22 16:57:57: @gkronber changed milestone from HeuristicLab 3.3.15 to HeuristicLab 3.3.x Backlog

HeuristicLab-Trac-Bot commented 6 years ago

2018-02-01 18:47:05: @gkronber changed milestone from HeuristicLab 3.3.x Backlog to HeuristicLab 4.x Backlog