umbrellagong
Extreme events, Bayesian design, and machine learning.
University of MichiganAnn Arbor, MI
Pinned Repositories
bode
Bayesian Optimal Design of Experiments
gpextreme
A generalized likelihood-weighted optimal sampling algorithm for rare-event probability quantification
gpsearch
Bayesian optimization and active learning with likelihood-weighted acquisition functions
gpship
Experimental design for exceeding probability of ship responses
HGPextreme
Heteroscedastic Bayesian experimental design for extreme-event statistics
leetcode-master
《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
MFGPextreme
Multi-fidelity Bayesian experimental design framework
MFGPreliability
Multi-fidelity active learning framework for reliability analysis
scikit-learn
scikit-learn: machine learning in Python
VHGPR
Variational heteroscedastic Gaussian process regression
umbrellagong's Repositories
umbrellagong/VHGPR
Variational heteroscedastic Gaussian process regression
umbrellagong/MFGPextreme
Multi-fidelity Bayesian experimental design framework
umbrellagong/MFGPreliability
Multi-fidelity active learning framework for reliability analysis
umbrellagong/gpship
Experimental design for exceeding probability of ship responses
umbrellagong/bode
Bayesian Optimal Design of Experiments
umbrellagong/gpextreme
A generalized likelihood-weighted optimal sampling algorithm for rare-event probability quantification
umbrellagong/gpsearch
Bayesian optimization and active learning with likelihood-weighted acquisition functions
umbrellagong/HGPextreme
Heteroscedastic Bayesian experimental design for extreme-event statistics
umbrellagong/leetcode-master
《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
umbrellagong/scikit-learn
scikit-learn: machine learning in Python
umbrellagong/wavefinder
detect wave groups from random wave fields