Need advice about which tool to choose?Ask the StackShare community!

Aerosolve

27
73
+ 1
0
H2O

121
210
+ 1
8
Add tool

Aerosolve vs H2O: What are the differences?

Developers describe Aerosolve as "A machine learning package built for humans (created by Airbnb)". This library is meant to be used with sparse, interpretable features such as those that commonly occur in search (search keywords, filters) or pricing (number of rooms, location, price). It is not as interpretable with problems with very dense non-human interpretable features such as raw pixels or audio samples. On the other hand, H2O is detailed as "H2O.ai AI for Business Transformation". H2O.ai is the maker behind H2O, the leading open source machine learning platform for smarter applications and data products. H2O operationalizes data science by developing and deploying algorithms and models for R, Python and the Sparkling Water API for Spark.

Aerosolve and H2O can be primarily classified as "Machine Learning" tools.

Aerosolve and H2O are both open source tools. It seems that Aerosolve with 4.58K GitHub stars and 578 forks on GitHub has more adoption than H2O with 4.15K GitHub stars and 1.51K GitHub forks.

Manage your open source components, licenses, and vulnerabilities
Learn More
Pros of Aerosolve
Pros of H2O
    Be the first to leave a pro
    • 2
      Highly customizable
    • 2
      Very fast and powerful
    • 2
      Auto ML is amazing
    • 2
      Super easy to use

    Sign up to add or upvote prosMake informed product decisions

    Cons of Aerosolve
    Cons of H2O
      Be the first to leave a con
      • 1
        Not very popular

      Sign up to add or upvote consMake informed product decisions

      No Stats

      What is Aerosolve?

      This library is meant to be used with sparse, interpretable features such as those that commonly occur in search (search keywords, filters) or pricing (number of rooms, location, price). It is not as interpretable with problems with very dense non-human interpretable features such as raw pixels or audio samples.

      What is H2O?

      H2O.ai is the maker behind H2O, the leading open source machine learning platform for smarter applications and data products. H2O operationalizes data science by developing and deploying algorithms and models for R, Python and the Sparkling Water API for Spark.

      Need advice about which tool to choose?Ask the StackShare community!

      What companies use Aerosolve?
      What companies use H2O?
      Manage your open source components, licenses, and vulnerabilities
      Learn More

      Sign up to get full access to all the companiesMake informed product decisions

      What tools integrate with Aerosolve?
      What tools integrate with H2O?
        No integrations found
        What are some alternatives to Aerosolve and H2O?
        JavaScript
        JavaScript is most known as the scripting language for Web pages, but used in many non-browser environments as well such as node.js or Apache CouchDB. It is a prototype-based, multi-paradigm scripting language that is dynamic,and supports object-oriented, imperative, and functional programming styles.
        Git
        Git is a free and open source distributed version control system designed to handle everything from small to very large projects with speed and efficiency.
        GitHub
        GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Over three million people use GitHub to build amazing things together.
        Python
        Python is a general purpose programming language created by Guido Van Rossum. Python is most praised for its elegant syntax and readable code, if you are just beginning your programming career python suits you best.
        jQuery
        jQuery is a cross-platform JavaScript library designed to simplify the client-side scripting of HTML.
        See all alternatives