Smac3 Alternatives

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
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Alternatives To automl/SMAC3
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
microsoft/nni 13,536 8 27 over 2 years ago 55 September 14, 2023 342 mit Python
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
automl/auto-sklearn 7,262 15 24 over 2 years ago 42 September 20, 2022 185 bsd-3-clause Python
Automated Machine Learning with scikit-learn
scikit-optimize/scikit-optimize 2,700 80 191 about 2 years ago 19 October 12, 2021 320 bsd-3-clause Python
Sequential model-based optimization with a `scipy.optimize` interface
google/vizier 1,142 0 3 about 2 years ago 35 November 30, 2023 44 apache-2.0 Python
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
SimonBlanke/Gradient-Free-Optimizers 1,072 0 7 over 2 years ago 45 December 29, 2022 7 mit Python
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms 1,025 0 0 over 3 years ago 0 0 mit Jupyter Notebook
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
automl/SMAC3 938 0 1 over 2 years ago 9 September 21, 2022 84 other Python
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
MIND-Lab/OCTIS 647 0 0 over 2 years ago 34 August 15, 2023 30 mit Python
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
automl/HpBandSter 551 8 14 over 3 years ago 8 November 06, 2018 65 bsd-3-clause Python
a distributed Hyperband implementation on Steroids
SimonBlanke/Hyperactive 475 0 5 over 2 years ago 75 October 24, 2023 8 mit Python
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
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