Vowpal Wabbit download for Linux

This is the Linux app named Vowpal Wabbit whose latest release can be downloaded as 9.9.0.zip. It can be run online in the free hosting provider OnWorks for workstations.

 
 

Download and run online this app named Vowpal Wabbit with OnWorks for free.

Follow these instructions in order to run this app:

- 1. Downloaded this application in your PC.

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- 4. Start the OnWorks Linux online or Windows online emulator or MACOS online emulator from this website.

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- 6. Download the application, install it and run it.

SCREENSHOTS:


Vowpal Wabbit


DESCRIPTION:

Vowpal Wabbit is a machine learning system that pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning. There is a specific focus on reinforcement learning with several contextual bandit algorithms implemented and the online nature lending to the problem well. Vowpal Wabbit is a destination for implementing and maturing state-of-the-art algorithms with performance in mind. The input format for the learning algorithm is substantially more flexible than might be expected. Examples can have features consisting of free-form text, which is interpreted in a bag-of-words way. There can even be multiple sets of free-form text in different namespaces. Similar to the few other online algorithm implementations out there. There are several optimization algorithms available with the baseline being sparse gradient descent (GD) on a loss function.



Features

  • Input Format
  • Scalability
  • Speed
  • Feature Interaction
  • Install with a package manager
  • Subsets of features can be internally paired


Programming Language

C++


Categories

Machine Learning

This is an application that can also be fetched from https://sourceforge.net/projects/vowpal-wabbit.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.



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