Software Alternatives & Reviews

H2O.ai VS AutoGluon

Compare H2O.ai VS AutoGluon and see what are their differences

H2O.ai logo H2O.ai

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

AutoGluon logo AutoGluon

Application and Data, Application Utilities, and Machine Learning Tools
  • H2O.ai Landing page
    Landing page //
    2023-10-25
Not present

H2O.ai

Categories
  • Data Science And Machine Learning
  • AI
  • Machine Learning
  • Machine Learning Tools
  • Software Development
Website h2o.ai  
Details $

AutoGluon

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

H2O.ai videos

[Demo] Predicting Healthcare Outcomes with H2O.ai

More videos:

  • Review - H2O Just Add Water was the weirdest show...
  • Review - H2O wireless phone service full review 2019
  • Review - H2O Wireless:IS IT WORTH IT Review?
  • Review - H2O.ai VS. OBSERVE.ai: What The AI Race To Market Means
  • Review - H2O.ai Launches H2OGPT and LLM Studio: Build Your Own Enterprise Grade Chatbots

AutoGluon videos

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 H2O.ai and AutoGluon)
Data Science And Machine Learning
AI
84 84%
16% 16
Machine Learning
82 82%
18% 18
Business & Commerce
100 100%
0% 0

Questions and Answers

As answered by people managing H2O.ai and AutoGluon.

What makes your product unique?

H2O.ai's answer

At H2O.ai, democratizing AI isn’t just an idea. It’s a movement. And that means that it requires action. We started out as a group of like minded individuals in the open source community, collectively driven by the idea that there should be freedom around the creation and use of AI.

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare H2O.ai and AutoGluon

H2O.ai Reviews

Top 7 Predictive Analytics Tools
If a company is interested in an open-source predictive analytics tool with data mining features, put H2O at the top of the list. It offers fast performance, affordability, advanced capabilities, and extreme flexibility. The dashboard for H2O offers a veritable smorgasbord of actionable insights. However, this tool is more for the expert data science crowd than for citizen...
The 16 Best Data Science and Machine Learning Platforms for 2021
Description: H2O.ai offers a number of AI and data science products, headlined by its commercial platform H2O Driverless AI. Driverless AI is a fully open-source, distributed in-memory machine learning platform with linear scalability. H2O supports widely used statistical and machine learning algorithms including gradient boosted machines, generalized linear models, deep...

AutoGluon Reviews

We have no reviews of AutoGluon yet.
Be the first one to post

Social recommendations and mentions

AutoGluon might be a bit more popular than H2O.ai. We know about 1 link to it since March 2021 and only 1 link to H2O.ai. 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.

H2O.ai mentions (1)

  • Nginx is now the most popular web server, overtaking Apache
    How about H2O? It's supposed to be significantly faster than Nginx: https://h2o.examp1e.net/. - Source: Hacker News / almost 3 years ago

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 H2O.ai and AutoGluon, you can also consider the following products

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

R Caret - Documentation for the caret package.

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.

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

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

RapidMiner - RapidMiner is a software platform for data science teams that unites data prep, machine learning, and predictive model deployment.