VOOZH

URL: https://github.com/topics/knowledge-gradient

⇱ knowledge-gradient · GitHub Topics · GitHub

#

knowledge-gradient

Here are 4 public repositories matching this topic...

Bin-Cao / Bgolearn

[arXiv:2601.06820] Offical implement of Bgolearn

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
Jupyter Notebook

misokg / NIPS2017

Multi-Information Source Optimization

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

Updated
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
Python

JackBuck / decoupled-kg

Multi-objective Bayesian optimization with decoupled objectives using knowledge gradient and expectation over linear scalarisations

knowledge-gradient multi-objective-optimization multi-objective bayesian-optimization bayesian-optimisation multi-objective-optimisation

Updated
Jupyter Notebook

Improve this page

Add a description, image, and links to the knowledge-gradient topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the knowledge-gradient topic, visit your repo's landing page and select "manage topics."

You can’t perform that action at this time.