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bgolearn

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 Oct 12, 2024
Jupyter Notebook

Bgolearn / BgoFace

A Bayesian global optimization package for material design ｜ Adaptive Learning | Active Learning | 【BgoFace软件分享】BiliBili link

material-design adaptive-learning active-learning bayesian-global-optimization bgolearn

Updated Oct 20, 2024
Python

Bgolearn / CodeDemo

This repository provides code demonstrations and data to illustrate the application of Bgolearn in materials design.

materials-design bgolearn

Updated Sep 18, 2024
Jupyter Notebook

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