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Hyperparameter Optimization Of Machine Learning Algorithms Alternatives

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
Alternatives To Hyperparameter Optimization Of Machine Learning Algorithms
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Ray29,596pypi ray} Downloads803638 months ago95December 04, 20233,528apache-2.0Python
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
D2l En21,912
5 months ago2November 13, 2022115otherPython
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Nni13,904pypi nni} Downloads8273 months ago55September 14, 2023342mitPython
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Optuna10,645pypi optuna} Downloads264253 days ago59October 17, 202388mitPython
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Tpot9,516pypi TPOT} Downloads40225 months ago62August 15, 2023284lgpl-3.0Python
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Wandb8,950pypi wandb} Downloads396224 days ago266December 05, 20231,040mitPython
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
Autogluon7,670pypi autogluon.core} Downloads1418 days ago1,168December 10, 2023299apache-2.0Python
Fast and Accurate ML in 3 Lines of Code
Flaml3,500pypi FLAML} Downloads119 months ago92October 02, 2023210mitJupyter Notebook
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
Polyaxon3,438pypi polyaxon} Downloads4128 months ago418December 09, 2023122apache-2.0
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
Mljar Supervised2,867pypi mljar-supervised} Downloads28 months ago84September 26, 2023141mitPython
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
Alternatives To Hyperparameter Optimization Of Machine Learning Algorithms
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Optuna ⭐ 10,645
A hyperparameter optimization framework
dependent packages 425total releases 59most recent commit 3 days agopypi optuna} Downloads
Autogluon ⭐ 7,670
Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168most recent commit 18 days agopypi autogluon.core} Downloads
Flaml ⭐ 3,500
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages 11total releases 92most recent commit 9 months agopypi FLAML} Downloads
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418most recent commit 8 months agopypi polyaxon} Downloads


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Hyperparameter Optimization Of Machine Learning Algorithms vs Ray
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