bayesopt
Bayesian optimization toolbox
A software toolbox for Bayesian optimization and experimental design in C++
BayesOpt: A toolbox for bayesian optimization, experimental design and stochastic bandits.
400 stars
24 watching
92 forks
Language: C++
last commit: over 1 year ago Related projects:
Repository | Description | Stars |
---|---|---|
alonfnt/bayex | An implementation of Bayesian optimization using Gaussian process regression and JAX for efficient numerical computations | 84 |
hips/spearmint | A Python library for automatic optimization of functions through Bayesian optimization | 1,547 |
gpflow/gpflowopt | A Python package for Bayesian optimization using the GPFlow library and TensorFlow. | 270 |
bayesnet/bnt | Provides a set of tools and algorithms for Bayesian networks in MATLAB | 468 |
amazaspshumik/sklearn-bayes | A collection of Python packages implementing Bayesian machine learning algorithms with scikit-learn API | 514 |
maxsklar/bayespy | A Python library for Bayesian inference and multinomial mixture modeling | 108 |
jungtaekkim/bayeso | A framework for optimizing hyperparameters in machine learning models using Bayesian optimization | 93 |
nicolasboumal/manopt | A Matlab toolbox for optimizing functions on geometric spaces defined by constraints or regularization terms | 314 |
automl/smac3 | An optimization framework for machine learning hyperparameters | 1,090 |
rmcelreath/statrethinking_winter2019 | A repository of statistical modeling materials and resources for an R course on Bayesian inference | 2,018 |
ctallec/pyvarinf | A Python package facilitating Bayesian Deep Learning methods with Variational Inference for PyTorch | 359 |
probcomp/bayesdb | A system for querying probable implications of data using Bayesian inference and a custom query language. | 891 |
kirthevasank/nasbot | An implementation of neural architecture search with Bayesian optimization and optimal transport | 133 |
mcleonard/sampyl | An MCMC sampler library for Bayesian estimation using Python | 330 |
hyperopt/hyperopt-sklearn | Automates search for optimal parameters in machine learning algorithms. | 1,588 |