jungtaekkim
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bayeso Public
Simple, but essential Bayesian optimization package
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LOSAN-LOFAV Public
Official repository of "Noise-Adaptive Confidence Sets for Linear Bandits and Application to Bayesian Optimization"
Python MIT License UpdatedJun 26, 2024 -
bayeso-metrics Public
Beyond Regrets: Geometric Metrics for Bayesian Optimization
Python MIT License UpdatedMay 31, 2024 -
Multi-BOWS Public
Official implementation of "Multi-BOWS: Multi-Fidelity Multi-Objective Bayesian Optimization with Warm Starts for Nanophotonic Structure Design"
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Official repository of "Generalized Neural Sorting Networks with Error-Free Differentiable Swap Functions," which has been presented at ICLR 2024
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truncated-mvn-sampler Public
Forked from brunzema/truncated-mvn-samplerReimplementation using Python of the minimax tilting algorithm by Botev (2016) for simulation and iid sampling of the truncated multivariate normal distribution.
Python MIT License UpdatedMar 24, 2024 -
bayeso-benchmarks Public
Benchmark functions for Bayesian optimization
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nanophotonic-structures Public
Official repository of "Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations"
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PyGauss Public
Forked from mvono/PyGaussCompanion package of the review paper entitled 'High-dimensional Gaussian sampling: A review and a unifying approach based on a stochastic proximal point algorithm' by Maxime Vono et al.
Jupyter Notebook MIT License UpdatedJan 10, 2023 -
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Official repository of "On Uncertainty Estimation by Tree-based Surrogate Models in Sequential Model-based Optimization", presented at AISTATS 2022
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set_transformer Public
Forked from juho-lee/set_transformerPytorch implementation of set transformer
Jupyter Notebook MIT License UpdatedFeb 11, 2020 -
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automl-challenge-2018 Public
AutoML Challenge 2018 at PAKDD 2018