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R Caret VS AutoGluon

Compare R Caret VS AutoGluon and see what are their differences

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R Caret logo R Caret

Documentation for the caret package.

AutoGluon logo AutoGluon

Application and Data, Application Utilities, and Machine Learning Tools
Not present
Not present

R Caret

Categories
  • Data Science And Machine Learning
  • AI
  • Machine Learning
  • Machine Learning Tools
Website caret.r-forge.r-project.org
Details $-
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AutoGluon

Categories
  • Data Science And Machine Learning
  • AI
  • Machine Learning
  • Data Science
Website auto.gluon.ai
Details $
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R Caret videos

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AutoGluon videos

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AutoML using AutoGluon

More videos:

  • Review - AutoGluon Overview ICML'20 Workshop
  • Tutorial - CVPR Tutorial: Introducing AutoGluon in 20 minutes

Category Popularity

0-100% (relative to R Caret and AutoGluon)

R Caret

AutoGluon

Data Science And Machine Learning
69 69%
Data Science And Machine Learning
31% 31
AI
66 66%
AI
34% 34
Machine Learning
63 63%
Machine Learning
37% 37
Business & Commerce
100 100%
Business & Commerce
0% 0

User comments

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Social recommendations and mentions

Based on our record, AutoGluon seems to be more popular. It has been mentiond 1 time since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

R Caret mentions (0)

We have not tracked any mentions of R Caret yet. Tracking of R Caret recommendations started around Mar 2021.

AutoGluon mentions (1)

  • Hyperparameter Optimization (HPO) using AutoGluon
    Hey Folks - I recently learned about AutoGluon (https://auto.gluon.ai) and was hoping to use it for HPO among other ML tasks! Using their quick quid, I can successfully use their TabularPredictor for my regression problem and get a number of models trained and have access to a number of details, e.g., performance, and hyperparameters used. However, using the same dataset I fail (with somewhat of a cryptic error... Source: almost 3 years ago

What are some alternatives?

When comparing R Caret and AutoGluon, you can also consider the following products

H2O.ai - Democratizing Generative AI. Own your models: generative and predictive. We bring both super powers together with h2oGPT.

R MLstudio - The ML Studio is interactive for EDA, statistical modeling and machine learning applications.

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

TensorFlow - TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.

PyTorch - Open source deep learning platform that provides a seamless path from research prototyping to...

datarobot - Become an AI-Driven Enterprise with Automated Machine Learning

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