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GitHub topics: knowledge-gradient

Bin-Cao/Bgolearn 📦

[Materials & Design 2024] A Bayesian global optimization package for material design ｜ Adaptive Learning | Active Learning

Language: Jupyter Notebook - Size: 420 MB - Last synced at: 2 days ago - Pushed at: about 2 months ago - Stars: 91 - Forks: 15

MicheleDiSabato/BayesianOptimizationKG

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

Language: Python - Size: 19.9 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

Related Keywords
knowledge-gradient 2 scikit-learn 1 python 1 optimization 1 gaussian-processes 1 gaussian-process-regression 1 bayesian-statistics 1 bayesian-optimization 1 upper-confidence-bound 1 trail-path 1 probability-of-improvement 1 predictive-entropy-search 1 opportunity-cost 1 mlmd 1 materials-science 1 materials-informatics 1 materials 1 material-design 1 margin-sampling 1 least-confidence 1 expected-improvement 1 entropy-based-approach 1 bgolearn 1 bayesian-global-optimization 1 augmented-expected-improvement 1 adaptive-learning 1 active-learning 1