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AutoGluon VS ML.NET

Compare AutoGluon VS ML.NET and see what are their differences

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AutoGluon logo AutoGluon

Application and Data, Application Utilities, and Machine Learning Tools

ML.NET logo ML.NET

Machine Learning framework by Microsoft in .net framework and C#.
Not present
  • ML.NET Landing page
    Landing page //
    2023-03-01

AutoGluon videos

+ Add

AutoML using AutoGluon

More videos:

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

ML.NET videos

+ Add

Announcing ML.NET 2.0 | .NET Conf 2022

More videos:

  • Review - ML.NET Model Builder: Machine learning with .NET
  • Review - What's New in ML.NET 2.0

Category Popularity

0-100% (relative to AutoGluon and ML.NET)

AutoGluon

ML.NET

Machine Learning
55 55%
Machine Learning
45% 45
Data Science And Machine Learning
47 47%
Data Science And Machine Learning
53% 53
AI
52 52%
AI
48% 48
Data Science
39 39%
Data Science
61% 61

User comments

Share your experience with using AutoGluon and ML.NET. For example, how are they different and which one is better?
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Social recommendations and mentions

Based on our record, ML.NET should be more popular than AutoGluon. It has been mentiond 2 times 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.

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

ML.NET mentions (2)

  • what is the future of ML.NET?
    Documentation - You can find tutorials and how-to guides in our documentation site. Probably the easiest way to get started is with the Model Builder extension in Visual Studio. Here's install instructions and a tutorial to help you start out. Source: almost 2 years ago
  • What is the best way to get started with AI and ML in C#?
    I would start right here- ML.Net Documentation. Source: almost 3 years ago

What are some alternatives?

When comparing AutoGluon and ML.NET, 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 Caret - Documentation for the caret package.

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

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

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...

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