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
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.
