instance-space-analysis

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andremun / InstanceSpace

MATLAB toolkit for Instance Space Analysis: an automated PRELIM-SIFTED-PILOT-CLOISTER-PYTHIA-TRACE pipeline that projects problem instances into a 2D/3D space and builds algorithm footprints to assess and compare algorithmic power. Powers the MATILDA web platform.

benchmarking optimization matlab genetic-algorithm data-visualization feature-selection classification dimensionality-reduction bayesian-optimization matlab-toolbox algorithm-selection meta-learning research-software matilda algorithm-portfolio instance-space-analysis

Updated Aug 13, 2026
MATLAB

andremun / bbob_cornn_isa_telo

Star

Replication code for the "Instance Space Analysis of Neural Network Training as Black-box Optimisation," comparing the CORNN benchmark suite with BBOB large-scale across dimensions 41, 261, and 481. Accepted to: ACM TELO (2026).

exploratory-landscape-analysis neural-network-training instance-space-analysis optimisation-benchmarking cornn-suite

Updated Jun 18, 2026
MATLAB

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