bayesian-optimization topic

List bayesian-optimization repositories

pySOT

203
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52
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Surrogate Optimization Toolbox for Python

bayeso

89
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8
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Simple, but essential Bayesian optimization package

bayes-skopt

34
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5
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A fully Bayesian implementation of sequential model-based optimization

gpstuff

165
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59
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GPstuff - Gaussian process models for Bayesian analysis

nni

13.8k
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1.8k
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An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

lstm_anomaly_thesis

223
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87
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Anomaly detection for temporal data using LSTMs

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

emukit

574
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127
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A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc...

modAL

2.2k
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315
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A modular active learning framework for Python