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The Top 23 Gaussian Processes Bayesian Optimization Open Source Projects

Open source projects categorized as Gaussian Processes Bayesian Optimization
Categories > Machine Learning > Bayesian Optimization
Categories > Machine Learning > Gaussian Processes
Bayesianoptimization ⭐ 7,481
A Python implementation of global optimization with gaussian processes.
dependent packages 69total releases 14most recent commit 25 days agopypi bayesian-optimization} Downloads
Bayesian Machine Learning ⭐ 1,587
Notebooks about Bayesian methods for machine learning
most recent commit a year ago
Smac3 ⭐ 938
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
dependent packages 1total releases 9most recent commit 4 months ago
Mango ⭐ 289
Parallel Hyperparameter Tuning in Python
dependent packages 1total releases 6most recent commit 9 months agopypi arm-mango} Downloads
Limbo ⭐ 223
A lightweight framework for Gaussian processes and Bayesian optimization of black-box functions (C++11)
most recent commit 6 months ago
Bayesian Optimization ⭐ 218
Python code for bayesian optimization using Gaussian processes
most recent commit 7 years ago
Cornell Moe ⭐ 165
A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.
most recent commit 4 years ago
Gpax ⭐ 163
Gaussian Processes for Experimental Sciences
total releases 8most recent commit 3 months ago
Pysot ⭐ 154
Surrogate Optimization Toolbox for Python
dependent packages 9total releases 45most recent commit 2 years agopypi pySOT} Downloads
Gpstuff ⭐ 144
GPstuff - Gaussian process models for Bayesian analysis
most recent commit a year ago
Nasbot ⭐ 109
Neural Architecture Search with Bayesian Optimisation and Optimal Transport
most recent commit 5 years ago
Safeopt ⭐ 108
Safe Bayesian Optimization
dependent packages 1total releases 6most recent commit a year agopypi safeopt} Downloads
Bayesianoptimization.jl ⭐ 84
Bayesian optimization for Julia
most recent commit 8 months ago
Rbayesianoptimization ⭐ 75
Bayesian Optimization of Hyperparameters
dependent packages 7total releases 3most recent commit 3 years ago
Hyper Engine ⭐ 69
Python library for Bayesian hyper-parameters optimization
total releases 2most recent commit 6 years ago
Gpim ⭐ 53
Gaussian processes and Bayesian optimization for images and hyperspectral data
total releases 13most recent commit 5 months ago
Approxposterior ⭐ 38
A Python package for approximate Bayesian inference and optimization using Gaussian processes
total releases 8most recent commit 6 months ago
Ts Emo ⭐ 32
This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).
most recent commit 4 years ago
Bayesian Optimization ⭐ 31
Reference implementation of Optimistic Expected Improvement.
most recent commit 6 years ago
Max Value Entropy Search ⭐ 27
Max-value Entropy Search for Efficient Bayesian Optimization
most recent commit 4 years ago
Go Bayesopt ⭐ 25
A library for doing Bayesian Optimization using Gaussian Processes (blackbox optimizer) in Go/Golang.
most recent commit 4 years ago
Mlr3mbo ⭐ 23
Flexible Bayesian Optimization in R
most recent commit 6 months ago
Pyrff ⭐ 20
pyrff: Python implementation of random fourier feature approximations for gaussian processes
most recent commit 2 years ago
The 6 Most Depended On Gaussian Processes Bayesian Optimization Open Source Projects
Bayesianoptimization ⭐ 7,481
A Python implementation of global optimization with gaussian processes.
dependent packages 69total releases 14latest release April 25, 2023most recent commit 25 days agopypi bayesian-optimization} Downloads
Pysot ⭐ 154
Surrogate Optimization Toolbox for Python
dependent packages 9total releases 45latest release June 22, 2020most recent commit 2 years agopypi pySOT} Downloads
Rbayesianoptimization ⭐ 75
Bayesian Optimization of Hyperparameters
dependent packages 7total releases 3latest release June 17, 2021most recent commit 3 years ago
Safeopt ⭐ 108
Safe Bayesian Optimization
dependent packages 1total releases 6latest release April 16, 2020most recent commit a year agopypi safeopt} Downloads
Mango ⭐ 289
Parallel Hyperparameter Tuning in Python
dependent packages 1total releases 6latest release August 07, 2023most recent commit 9 months agopypi arm-mango} Downloads
Smac3 ⭐ 938
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
dependent packages 1total releases 9latest release September 21, 2022most recent commit 4 months ago
The 10 Latest Releases In Gaussian Processes Bayesian Optimization Open Source Projects
Gpax ⭐ 163
Gaussian Processes for Experimental Sciences
total releases 8latest release October 11, 2023most recent commit 3 months ago
Mango ⭐ 289
Parallel Hyperparameter Tuning in Python
dependent packages 1total releases 6latest release August 07, 2023most recent commit 9 months agopypi arm-mango} Downloads
Bayesianoptimization ⭐ 7,481
A Python implementation of global optimization with gaussian processes.
dependent packages 69total releases 14latest release April 25, 2023most recent commit 25 days agopypi bayesian-optimization} Downloads
Smac3 ⭐ 938
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
dependent packages 1total releases 9latest release September 21, 2022most recent commit 4 months ago
Rbayesianoptimization ⭐ 75
Bayesian Optimization of Hyperparameters
dependent packages 7total releases 3latest release June 17, 2021most recent commit 3 years ago
Gpro ⭐ 18
Python package for Preference Learning with Gaussian Processes.
total releases 6latest release May 02, 2021most recent commit 2 years ago
Gpim ⭐ 53
Gaussian processes and Bayesian optimization for images and hyperspectral data
total releases 13latest release December 08, 2020most recent commit 5 months ago
Pysot ⭐ 154
Surrogate Optimization Toolbox for Python
dependent packages 9total releases 45latest release June 22, 2020most recent commit 2 years agopypi pySOT} Downloads
Safeopt ⭐ 108
Safe Bayesian Optimization
dependent packages 1total releases 6latest release April 16, 2020most recent commit a year agopypi safeopt} Downloads
Approxposterior ⭐ 38
A Python package for approximate Bayesian inference and optimization using Gaussian processes
total releases 8latest release January 08, 2020most recent commit 6 months ago
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