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Official UQCloud python client: cloud-based uncertainty quantification in python with UQLab.

Project description

UQ[py]Lab

UQ[py]Lab is the official python client of the UQCloud project, which aims at providing a cloud-based, language agnostic API to the UQLab uncertainty quantification framework.

While still officially in a "beta testing" stage, UQ[py]Lab is close to its first public stable release, scheduled for Summer 2023.

Before you start

Because of its cloud-based nature, UQ[py]Lab requires an authentication token, which can be freely obtained by registering for beta testing at the UQ[py]Lab website: https://uqpylab.uq-cloud.io

After registration, you will find all the information you need to connect to the UQCloud servers at your personal profile page on https://uqpylab.uq-cloud.io.

Installation

To install the package in your local Python environment, execute the following command:

pip install uqpylab

Notes:

  • UQ[py]Lab requires Python version >= 3.9
  • It is highly recommended to install UQ[py]Lab in a new Python virtual environment

First Steps

To get started with UQ[py]Lab, we strongly recommend new users to go peruse the following resources:

  1. The Getting started guide at: https://uqpylab.uq-cloud.io/getting-started

  2. Some examples, related to their application of interest: https://uqpylab.uq-cloud.io/examples

License

UQ[py]Lab is free software, published under the open source BSD 3-clause license.

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