Algorithm Portfolio Selection with Machine Learning

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Documentation for package ‘ASML’ version 1.1.0

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ASexplainer Create DALEX explainers for multiple ASML-trained models
ASpredict.as_train Predicting the KPI value for the algorithms
AStrain.as_data Training models for posterior selection of algorithms
boxplots.as_data Boxplots
branching Branching point selection in Polynomial Optimization
branchingsmall Branching point selection in Polynomial Optimization
figure_comparison.as_data Figure Comparison
KPI_summary_table.as_data KPI summary table
KPI_table.as_data KPI table
ml Machine learning process
partition_and_normalize Partition and Normalize
plot.as_data Plot
ranking.as_data Ranking Plot
SpMVformat Automatic selection of the most suitable storage format for sparse matrices on GPUs