Spearmint
Bayesian optimizer
A Python library for automatic optimization of functions through Bayesian optimization
Spearmint Bayesian optimization codebase
2k stars
79 watching
329 forks
Language: Python
last commit: almost 5 years ago
Linked from 3 awesome lists
Related projects:
Repository | Description | Stars |
---|---|---|
kuz/caffe-with-spearmint | Automatically searches and optimizes parameters for deep neural networks using Bayesian optimization | 96 |
jungtaekkim/bayeso | A framework for optimizing hyperparameters in machine learning models using Bayesian optimization | 93 |
gpflow/gpflowopt | A Python package for Bayesian optimization using the GPFlow library and TensorFlow. | 270 |
maxsklar/bayespy | A Python library for Bayesian inference and multinomial mixture modeling | 108 |
amazaspshumik/sklearn-bayes | A collection of Python packages implementing Bayesian machine learning algorithms with scikit-learn API | 514 |
alonfnt/bayex | An implementation of Bayesian optimization using Gaussian process regression and JAX for efficient numerical computations | 84 |
dragonfly/dragonfly | A Python library for scalable Bayesian optimisation of expensive black-box functions. | 856 |
rmcantin/bayesopt | A software toolbox for Bayesian optimization and experimental design in C++ | 400 |
maxpumperla/hyperas | A simple wrapper around Keras and Hyperopt for convenient hyperparameter optimization. | 2,178 |
automl/smac3 | An optimization framework for machine learning hyperparameters | 1,085 |
mattjj/pyhsmm | A Python library providing approximate inference methods for Bayesian Hidden Markov Models and their extensions. | 550 |
huntermcgushion/hyperparameter_hunter | Automates hyperparameter optimization and result saving across machine learning algorithms | 706 |
mcleonard/sampyl | An MCMC sampler library for Bayesian estimation using Python | 330 |
camdavidsonpilon/probabilistic-programming-and-bayesian-methods-for-hackers | An introduction to Bayesian methods and probabilistic programming for software developers | 26,798 |
hyperopt/hyperopt-sklearn | Automates search for optimal parameters in machine learning algorithms. | 1,588 |