wangronin

Hao Wang's repositories

Bayesian-Optimization

Bayesian Optimization algorithms with various recent improvements

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MIP-EGO

Mixed-Integer Parallel Efficient Global Optimization

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GaussianProcess

Gaussian Process Regression package

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HIGA-MO

Hypervolume Indicator Gradient Ascent Multi-objective Optimization

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CA15140

COST Action 15140 Training School Material

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CMA-ES

Some variants of Covariance Matrix Adaptation Evolution Strategy

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HypervolumeDerivatives

Compute the Hessian matrix of hypervolume indicator

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MIES

Mixed Integer Evolution Strategy

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Tutorial-Mixed-Integer-Evolution-Strategy

Tutorial given at COST training school ImAppNIO

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Acquisition-Function-BayesOpt

Some illustrations, source code (mainly R) on the improvement-based acquisition functions in Bayesian Optimization

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Graph-instance-generation

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HVI-distribution

Probability Distribution of Hypervolume Improvement

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EMO21

The data, source code, and plots for EMO '21 paper titled "On Statistical Analysis of MOEAs with MultiplePerformance Indicators"

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GNN-latent

Visualize latent space of the Graph Autoencoder

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JES

Joint Entropy Search

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keras-frcnn

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nevergrad

A Python toolbox for performing gradient-free optimization

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plotly

An interactive graphing library for R

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