Aerosolve logo

Aerosolve

A machine learning package built for humans (created by Airbnb)
27
73
+ 1
0

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 562 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?
Postman
It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
Postman
It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
Stack Overflow
Stack Overflow is a question and answer site for professional and enthusiast programmers. It's built and run by you as part of the Stack Exchange network of Q&A sites. With your help, we're working together to build a library of detailed answers to every question about programming.
Google Maps
Create rich applications and stunning visualisations of your data, leveraging the comprehensiveness, accuracy, and usability of Google Maps and a modern web platform that scales as you grow.
Elasticsearch
Elasticsearch is a distributed, RESTful search and analytics engine capable of storing data and searching it in near real time. Elasticsearch, Kibana, Beats and Logstash are the Elastic Stack (sometimes called the ELK Stack).
See all alternatives

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