The JCMoptimizer interface for Python
Project description
JCMoptimizer Python Client
This package implements a python client for interacting with the JCMoptimizer server. It provides a convenient interface to set up, run, and analyze numerical studies of expensive black box functions.
Getting Started
Cloud Service
The easiest way to get started is to use the free tier of the JCMwave's cloud service for JCMoptimizer:
- Install the
jcmoptimizerpackage into your python environment, e.g. by runningpip install jcmoptimizer. - Signup to optimizer.jcmwave.com.
- Create an API access token
Run JCMoptimizer Locally
For a self-hosted version, you need install JCMsuite and the JCMoptimizer extension for JCMsuite:
- Browse to the JCMsuite download page to install JCMsuite and to retrieve a demo or commercial license.
- Browse to the JCMoptimizer download page to install JCMoptimizer.
First Example
A basic usage example of the python package is given in the tutorial on a Bayesian Optimization.
Documentation
For a comprehensive overview of all available classes, methods, and their parameters, please refer to the official JCMoptimizer Python documentation:
These resources provide detailed explanations and examples for advanced usage, including different drivers.
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