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The Top 10 Bayesian Optimization Open Source Projects
Open source projects categorized as Bayesian Optimization
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Bayesian Optimization
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microsoft/nni
⭐
13,536
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
bayesian-optimization/BayesianOptimization
⭐
8,584
A Python implementation of global optimization with gaussian processes.
dependent packages
0
total releases
0
most recent commit
29 days ago
automl/auto-sklearn
⭐
7,262
Automated Machine Learning with scikit-learn
dependent packages
0
total releases
0
most recent commit
over 2 years ago
pytorch/botorch
⭐
2,880
Bayesian optimization in PyTorch
dependent packages
0
total releases
0
most recent commit
about 2 years ago
scikit-optimize/scikit-optimize
⭐
2,700
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages
0
total releases
0
most recent commit
about 2 years ago
facebook/Ax
⭐
2,217
Adaptive Experimentation Platform
dependent packages
0
total releases
0
most recent commit
about 2 years ago
modAL-python/modAL
⭐
2,057
A modular active learning framework for Python
dependent packages
0
total releases
0
most recent commit
over 2 years ago
krasserm/bayesian-machine-learning
⭐
1,587
Notebooks about Bayesian methods for machine learning
dependent packages
0
total releases
0
most recent commit
about 3 years ago
JasperSnoek/spearmint
⭐
1,310
Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012
dependent packages
0
total releases
0
most recent commit
over 8 years ago
google/vizier
⭐
1,142
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
dependent packages
0
total releases
0
most recent commit
about 2 years ago
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