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Aerosolve

A machine learning package built for humans (created by Airbnb)
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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.
Aerosolve is a tool in the Machine Learning Tools category of a tech stack.
Aerosolve is an open source tool with 4.8K GitHub stars and 566 GitHub forks. Here’s a link to Aerosolve's open source repository on GitHub

Who uses Aerosolve?

Companies

Developers
25 developers on StackShare have stated that they use Aerosolve.

Aerosolve's Features

  • A thrift based feature representation that enables pairwise ranking loss and single context multiple item representation.
  • A feature transform language gives the user a lot of control over the features
  • Human friendly debuggable models
  • Separate lightweight Java inference code
  • Scala code for training
  • Simple image content analysis code suitable for ordering or ranking images

Aerosolve Alternatives & Comparisons

What are some alternatives to Aerosolve?
JavaScript
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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

Aerosolve's Followers
73 developers follow Aerosolve to keep up with related blogs and decisions.