Automl Implementation For Static And Dynamic Data Analytics Alternatives

Name: Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics
Brand: Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics
SKU: project/Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics
Rating: 4.58 (443 reviews)

Implementation/Tutorial of using Automated Machine Learning (AutoML) methods for static/batch and online/continual learning

Categories > Machine Learning > Deep Learning

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Stars

443

Alternatives

License

mit

Open Issues

Most Recent Commit

almost 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

Networking > Internet Of Things

Machine Learning > Automl

Machine Learning > Feature Engineering

Data Processing > Data Stream

Machine Learning > Automated Machine Learning

Repo

Alternatives To Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics

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.
ml-tooling/best-of-ml-python	14,990	0	0	about 2 years ago	0		21	cc-by-sa-4.0
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
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.
keras-team/autokeras	9,023	7	5	over 2 years ago	58	January 28, 2023	132	apache-2.0	Python
AutoML library for deep learning
h2oai/h2o-3	7,487	62	33	3 days ago	49	August 09, 2023	2,746	apache-2.0	Jupyter Notebook
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
alteryx/featuretools	6,940	35	43	about 2 years ago	103	October 26, 2023	176	bsd-3-clause	Python
An open source python library for automated feature engineering
dotnet/machinelearning-samples	4,259	0	0	about 2 years ago	0		195	mit	PowerShell
Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.
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.

Alternatives To Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics

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

ml-tooling/best-of-ml-python ⭐ 14,990

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

dependent packages 0 total releases 0 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

keras-team/autokeras ⭐ 9,023

AutoML library for deep learning

dependent packages 5 total releases 58 most recent commit over 2 years ago downloads badge

h2oai/h2o-3 ⭐ 7,487

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

dependent packages 33 total releases 49 most recent commit 3 days ago

alteryx/featuretools ⭐ 6,940

An open source python library for automated feature engineering

dependent packages 43 total releases 103 most recent commit about 2 years ago downloads badge

dotnet/machinelearning-samples ⭐ 4,259

Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.

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

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

Suggest An Alternative To AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics

Alternative Project Comparisons

Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics vs Ray

Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics vs Best Of Ml Python

Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics vs Nni

Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics vs Autogluon

Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics vs Tpot

Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics vs Autokeras

Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics vs H2o 3

Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics vs Featuretools

Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics vs Machinelearning Samples

Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics vs Flaml

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