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Open Source Vizier download for Linux

Free download Open Source Vizier Linux app to run online in Ubuntu online, Fedora online or Debian online

This is the Linux app named Open Source Vizier whose latest release can be downloaded as v0.1.12sourcecode.zip. It can be run online in the free hosting provider OnWorks for workstations.

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Open Source Vizier


DESCRIPTION

Open Source (OSS) Vizier is a Python-based interface for blackbox optimization and research, based on Google’s original internal Vizier, one of the first hyperparameter tuning services designed to work at scale. Allows a user to setup an OSS Vizier Server, which can host black-box optimization algorithms to serve multiple clients simultaneously in a fault-tolerant manner to tune their objective functions. Defines abstractions and utilities for implementing new optimization algorithms for research and to be hosted in the service. A wide collection of objective functions and methods to benchmark and compare algorithms. Define a problem statement and study configuration. Setup a local server, setup a client to connect to the server, perform a typical tuning loop, and use other client APIs.



Features

  • OSS Vizier is a Python-based service for black-box optimization and research
  • Based on Google Vizier
  • OSS Vizier's interface consists of three main APIs
  • Allows a user to setup an OSS Vizier Server
  • Defines abstractions and utilities for implementing new optimization algorithms
  • A wide collection of objective functions and methods to benchmark and compare algorithms


Programming Language

Python


Categories

Research

This is an application that can also be fetched from https://sourceforge.net/projects/open-source-vizier.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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