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The Top 23 Python Machine Learning Bayesian Optimization Open Source Projects

Open source projects categorized as Python Machine Learning Bayesian Optimization
Categories > Machine Learning > Bayesian Optimization
Categories > Machine Learning > Machine Learning
Nni ⭐ 13,725
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 27total releases 55most recent commit 2 months agopypi nni} Downloads
Scikit Optimize ⭐ 2,700
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 191total releases 19most recent commit 3 months agopypi scikit-optimize} Downloads
Modal ⭐ 2,057
A modular active learning framework for Python
dependent packages 3total releases 428most recent commit 5 months agopypi modal} Downloads
Vizier ⭐ 1,142
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
dependent packages 3total releases 35most recent commit 3 months agopypi google-vizier} Downloads
Gradient Free Optimizers ⭐ 1,072
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
dependent packages 7total releases 45most recent commit 4 months agopypi gradient-free-optimizers} Downloads
Emukit ⭐ 551
A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.
dependent packages 4total releases 9most recent commit 4 months agopypi emukit} Downloads
Hyperactive ⭐ 475
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
dependent packages 5total releases 75most recent commit 4 months agopypi hyperactive} Downloads
Syne Tune ⭐ 342
Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.
most recent commit 4 months ago
Gpflowopt ⭐ 218
Bayesian Optimization using GPflow
total releases 1most recent commit 3 years ago
Gpax ⭐ 163
Gaussian Processes for Experimental Sciences
total releases 8most recent commit 3 months ago
Learn To Select Data ⭐ 131
Code for Learning to select data for transfer learning with Bayesian Optimization
most recent commit 6 years ago
Baybe ⭐ 117
A Bayesian Back End for Design of Experiments
most recent commit 3 months ago
Bayesmark ⭐ 84
Benchmark framework to easily compare Bayesian optimization methods on real machine learning tasks
dependent packages 2total releases 9most recent commit 3 years agopypi bayesmark} Downloads
Bayeso ⭐ 82
Simple, but essential Bayesian optimization package
total releases 16most recent commit 5 months ago
Hyper Engine ⭐ 69
Python library for Bayesian hyper-parameters optimization
total releases 2most recent commit 6 years ago
Hyperbo ⭐ 66
Pre-trained Gaussian processes for Bayesian optimization
most recent commit 3 months ago
Mindware ⭐ 54
An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.
total releases 2most recent commit 2 years ago
Self Driving Lab Demo ⭐ 54
Software and instructions for setting up and running a self-driving lab (autonomous experimentation) demo using dimmable RGB LEDs, an 8-channel spectrophotometer, a microcontroller, and an adaptive design algorithm, as well as extensions to liquid- and solid-based color matching demos.
total releases 24most recent commit 3 months ago
Matbench Discovery ⭐ 52
An evaluation framework for machine learning models simulating high-throughput materials discovery.
total releases 4most recent commit 3 months ago
Ds Ml Public ⭐ 49
Python Scripts and Jupyter Notebooks
most recent commit 9 months ago
Ultraopt ⭐ 34
Distributed Asynchronous Hyperparameter Optimization better than HyperOpt. 比HyperOpt更强的分布式异步超参优化库。
dependent packages 1total releases 2most recent commit 3 years agopypi ultraopt} Downloads
Bayes Skopt ⭐ 32
A fully Bayesian implementation of sequential model-based optimization
dependent packages 2total releases 33most recent commit 9 months agopypi bask} Downloads
Bayesian Optimization ⭐ 31
Reference implementation of Optimistic Expected Improvement.
most recent commit 6 years ago
The 10 Most Depended On Python Machine Learning Bayesian Optimization Open Source Projects
Scikit Optimize ⭐ 2,700
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 191total releases 19latest release October 12, 2021most recent commit 3 months agopypi scikit-optimize} Downloads
Hyperactive ⭐ 475
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
dependent packages 5total releases 75latest release October 24, 2023most recent commit 4 months agopypi hyperactive} Downloads
Modal ⭐ 2,057
A modular active learning framework for Python
dependent packages 3total releases 428latest release December 09, 2023most recent commit 5 months agopypi modal} Downloads
Vizier ⭐ 1,142
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
dependent packages 3total releases 35latest release November 30, 2023most recent commit 3 months agopypi google-vizier} Downloads
Bayesmark ⭐ 84
Benchmark framework to easily compare Bayesian optimization methods on real machine learning tasks
dependent packages 2total releases 9latest release September 10, 2020most recent commit 3 years agopypi bayesmark} Downloads
Bayes Skopt ⭐ 32
A fully Bayesian implementation of sequential model-based optimization
dependent packages 2total releases 33latest release July 19, 2023most recent commit 9 months agopypi bask} Downloads
Ultraopt ⭐ 34
Distributed Asynchronous Hyperparameter Optimization better than HyperOpt. 比HyperOpt更强的分布式异步超参优化库。
dependent packages 1total releases 2latest release January 11, 2021most recent commit 3 years agopypi ultraopt} Downloads
The 10 Latest Releases In Python Machine Learning Bayesian Optimization Open Source Projects
Modal ⭐ 2,057
A modular active learning framework for Python
dependent packages 3total releases 428latest release December 09, 2023most recent commit 5 months agopypi modal} Downloads
Vizier ⭐ 1,142
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
dependent packages 3total releases 35latest release November 30, 2023most recent commit 3 months agopypi google-vizier} Downloads
Bayeso ⭐ 82
Simple, but essential Bayesian optimization package
total releases 16latest release November 21, 2023most recent commit 5 months ago
Hyperactive ⭐ 475
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
dependent packages 5total releases 75latest release October 24, 2023most recent commit 4 months agopypi hyperactive} Downloads
Gpax ⭐ 163
Gaussian Processes for Experimental Sciences
total releases 8latest release October 11, 2023most recent commit 3 months ago
Bayes Skopt ⭐ 32
A fully Bayesian implementation of sequential model-based optimization
dependent packages 2total releases 33latest release July 19, 2023most recent commit 9 months agopypi bask} Downloads
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