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knowledge-gradient

Here are 3 public repositories matching this topic...

Bin-Cao / Bgolearn

A Bayesian global optimization package for material design ｜ Adaptive Learning | Active Learning

material-design materials knowledge-gradient adaptive-learning materials-science materials-informatics active-learning expected-improvement upper-confidence-bound opportunity-cost bayesian-global-optimization predictive-entropy-search mlmd probability-of-improvement least-confidence margin-sampling entropy-based-approach augmented-expected-improvement trail-path bgolearn

Updated Nov 2, 2024
Jupyter Notebook

misokg / NIPS2017

Multi-Information Source Optimization

machine-learning machine-learning-algorithms hyperparameter-optimization knowledge-gradient gaussian-processes bayesian-optimization miso

Updated May 15, 2019
Python

MicheleDiSabato / BayesianOptimizationKG

Contribution to an open source repository which implements the Bayesian Optimization algorithm - Knowledge Gradient implementation

python optimization scikit-learn knowledge-gradient gaussian-processes bayesian-optimization bayesian-statistics gaussian-process-regression

Updated Jun 11, 2022
Python

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