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Aerosolve

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OpenNN

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Aerosolve vs OpenNN: What are the differences?

Aerosolve: 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; OpenNN: *A neural networks C++/Python library *. It is a free neural networks library for advanced analytics. It has solved many real-world applications in energy, marketing, health and more.

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

Some of the features offered by Aerosolve are:

  • 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

On the other hand, OpenNN provides the following key features:

  • Regression
  • Classification
  • Forecasting

Aerosolve is an open source tool with 4.59K GitHub stars and 578 GitHub forks. Here's a link to Aerosolve's open source repository on GitHub.

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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.

What is OpenNN?

It is a free neural networks library for advanced analytics. It has solved many real-world applications in energy, marketing, health and more.

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    What tools integrate with OpenNN?
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