open source vizier

We have hosted the application open source vizier in order to run this application in our online workstations with Wine or directly.

Quick description about open source vizier:

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: