knowledge-gradient

There are 0 repository under knowledge-gradient topic.

Bin-Cao / Bgolearn
A Bayesian global optimization package for material design ｜ Adaptive Learning | Active Learning
active-learning adaptive-learning augmented-expected-improvement bayesian-global-optimization bgolearn entropy-based-approach expected-improvement knowledge-gradient least-confidence margin-sampling material-design materials materials-informatics materials-science mlmd opportunity-cost predictive-entropy-search probability-of-improvement trail-path upper-confidence-bound
Language:Jupyter Notebook 78
misokg / NIPS2017
Multi-Information Source Optimization
knowledge-gradient bayesian-optimization machine-learning machine-learning-algorithms gaussian-processes hyperparameter-optimization miso
Language:Python 22
MicheleDiSabato / BayesianOptimizationKG
Contribution to an open source repository which implements the Bayesian Optimization algorithm - Knowledge Gradient implementation
bayesian-optimization bayesian-statistics gaussian-process-regression gaussian-processes knowledge-gradient optimization python scikit-learn
Language:Python 2