Hyperparameter Optimization Of Machine Learning Algorithms Alternatives

Name: LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms
Brand: LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms
SKU: project/LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms
Rating: 4.79 (1025 reviews)

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

Categories > Machine Learning > Deep Learning

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Stars

1,025

Alternatives

License

mit

Open Issues

Most Recent Commit

over 3 years ago

Programming Language

Jupyter Notebook

Dependent Repos

Dependent Packages

Total Releases

Categories

Data Processing > Jupyter Notebook

Machine Learning > Deep Learning

Machine Learning > Machine Learning

Computer Science > Algorithms

Software Performance > Optimization

Command Line Interface > Hyperterm

Machine Learning > Svm

Machine Learning > Genetic Algorithm

Machine Learning > Random Forest

Machine Learning > Artificial Neural Networks

Machine Learning > Hyperparameter Optimization

Machine Learning > Bayesian Optimization

Repo

Alternatives To LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms

Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
ray-project/ray	29,596	80	363	about 2 years ago	95	December 04, 2023	3,528	apache-2.0	Python
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-ai/d2l-en	20,613	0	0	about 2 years ago	2	November 13, 2022	115	other	Python
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
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.
autogluon/autogluon	9,843	0	14	3 months ago	1,168	December 10, 2023	299	apache-2.0	Python
Fast and Accurate ML in 3 Lines of Code
EpistasisLab/tpot	9,385	40	22	over 2 years ago	62	August 15, 2023	284	lgpl-3.0	Python
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
optuna/optuna	9,176	26	425	about 2 years ago	59	October 17, 2023	88	other	Python
A hyperparameter optimization framework
wandb/wandb	7,760	39	622	about 2 years ago	266	December 05, 2023	1,040	mit	Python
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
microsoft/FLAML	3,500	0	11	about 2 years ago	92	October 02, 2023	210	mit	Jupyter Notebook
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
polyaxon/polyaxon	3,438	4	12	about 2 years ago	418	December 09, 2023	122	apache-2.0
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
mljar/mljar-supervised	2,867	0	2	about 2 years ago	84	September 26, 2023	141	mit	Python
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

Alternatives To LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms

Select To Compare

ray-project/ray ⭐ 29,596

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.

dependent packages 363 total releases 95 most recent commit about 2 years ago downloads badge

d2l-ai/d2l-en ⭐ 20,613

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

dependent packages 0 total releases 2 most recent commit about 2 years ago

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 27 total releases 55 most recent commit over 2 years ago downloads badge

autogluon/autogluon ⭐ 9,843

Fast and Accurate ML in 3 Lines of Code

dependent packages 14 total releases 1,168 most recent commit 3 months ago downloads badge

EpistasisLab/tpot ⭐ 9,385

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

dependent packages 22 total releases 62 most recent commit over 2 years ago downloads badge

optuna/optuna ⭐ 9,176

A hyperparameter optimization framework

dependent packages 425 total releases 59 most recent commit about 2 years ago downloads badge

wandb/wandb ⭐ 7,760

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

dependent packages 622 total releases 266 most recent commit about 2 years ago downloads badge

microsoft/FLAML ⭐ 3,500

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

dependent packages 11 total releases 92 most recent commit about 2 years ago downloads badge

polyaxon/polyaxon ⭐ 3,438

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

dependent packages 12 total releases 418 most recent commit about 2 years ago downloads badge

mljar/mljar-supervised ⭐ 2,867

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

dependent packages 2 total releases 84 most recent commit about 2 years ago downloads badge

Suggest An Alternative To Hyperparameter-Optimization-of-Machine-Learning-Algorithms

Alternative Project Comparisons

LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms vs Ray

LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms vs D2l En

LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms vs Nni

LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms vs Autogluon

LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms vs Tpot

LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms vs Optuna

LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms vs Wandb

LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms vs Flaml

LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms vs Polyaxon

LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms vs Mljar Supervised

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