MlrmboToolbox for Bayesian Optimization and Model-Based Optimization in R
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Mutual labels: hyperparameter-optimization, bayesian-optimization
HyperactiveA hyperparameter optimization and data collection toolbox for convenient and fast prototyping of machine-learning models.
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Mutual labels: hyperparameter-optimization, bayesian-optimization
Hpbandstera distributed Hyperband implementation on Steroids
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Mutual labels: hyperparameter-optimization, bayesian-optimization
Scikit OptimizeSequential model-based optimization with a `scipy.optimize` interface
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Mutual labels: bayesian-optimization, hyperparameter-optimization
NniAn open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
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Mutual labels: hyperparameter-optimization, bayesian-optimization
SherpaHyperparameter optimization that enables researchers to experiment, visualize, and scale quickly.
Stars: ✭ 289 (+26.2%)
Mutual labels: hyperparameter-optimization, bayesian-optimization
Smac3Sequential Model-based Algorithm Configuration
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Mutual labels: hyperparameter-optimization, bayesian-optimization
Hyperopt.jlHyperparameter optimization in Julia.
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Mutual labels: hyperparameter-optimization, bayesian-optimization
BayesoSimple, but essential Bayesian optimization package
Stars: ✭ 57 (-75.11%)
Mutual labels: hyperparameter-optimization, bayesian-optimization
Gradient Free OptimizersSimple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
Stars: ✭ 711 (+210.48%)
Mutual labels: hyperparameter-optimization, bayesian-optimization
mindwareAn efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.
Stars: ✭ 34 (-85.15%)
Mutual labels: hyperparameter-optimization, bayesian-optimization
HypertunityA toolset for black-box hyperparameter optimisation.
Stars: ✭ 119 (-48.03%)
Mutual labels: hyperparameter-optimization, bayesian-optimization
CamelsOptimizerYes, it's a camel case.
Stars: ✭ 17 (-92.58%)
Mutual labels: hyperparameter-optimization, bayesian-optimization
SimpleExperimental Global Optimization Algorithm
Stars: ✭ 450 (+96.51%)
Mutual labels: hyperparameter-optimization, bayesian-optimization
hyper-enginePython library for Bayesian hyper-parameters optimization
Stars: ✭ 80 (-65.07%)
Mutual labels: hyperparameter-optimization, bayesian-optimization
ultraoptDistributed Asynchronous Hyperparameter Optimization better than HyperOpt. 比HyperOpt更强的分布式异步超参优化库。
Stars: ✭ 93 (-59.39%)
Mutual labels: hyperparameter-optimization, bayesian-optimization
syne-tuneLarge scale and asynchronous Hyperparameter Optimization at your fingertip.
Stars: ✭ 105 (-54.15%)
Mutual labels: hyperparameter-optimization, bayesian-optimization
Auto SklearnAutomated Machine Learning with scikit-learn
Stars: ✭ 5,916 (+2483.41%)
Mutual labels: hyperparameter-optimization, bayesian-optimization
ChocolateA fully decentralized hyperparameter optimization framework
Stars: ✭ 112 (-51.09%)
Mutual labels: hyperparameter-optimization, bayesian-optimization