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libnano
C++ numerical optimization and machine learning utilities using Eigen3
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tuning interface
#47
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accosmin
closed
1 year ago
accosmin
commented
1 year ago
the main tuner_t interface should parallelize across folds and hyper-parameter trials
tuner_t should always work on a dense fixed grid
tuning strategy: exhaustive grid search
tuning strategy: random search
tuning strategy: greedy search around the current best N points in their 3x3 neighbourhoods
tuning strategy: convex quadratic model of the validation loss wrt hyper-parameters