emul

Python implementation of Gaussian process emulators

https://github.com/ucl/emul

Science Score: 52.0%

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Last synced: 10 months ago · JSON representation ·

Repository

Python implementation of Gaussian process emulators

Basic Info
  • Host: GitHub
  • Owner: UCL
  • License: mit
  • Language: Python
  • Default Branch: main
  • Size: 9.77 KB
Statistics
  • Stars: 1
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 2 years ago · Last pushed over 2 years ago
Metadata Files
Readme Citation

README.md

emul

pre-commit Tests status Linting status Licence

Python implementations of Gaussian process emulators.

This project is developed in collaboration with the Centre for Advanced Research Computing, University College London.

About

Project Team

Research Software Engineering Contact

Centre for Advanced Research Computing, University College London (arc.collaborations@ucl.ac.uk)

Getting Started

Prerequisites

emul requires Python 3.10–3.12.

Installation

We recommend installing in a project specific virtual environment created using a environment management tool such as Mamba or Conda. To install the latest development version of emul using pip in the currently active environment run

sh pip install git+https://github.com/UCL/emul.git

Alternatively create a local clone of the repository with

sh git clone https://github.com/UCL/emul.git

and then install in editable mode by running

sh pip install -e .

Running locally

How to run the application on your local system.

Running tests

Tests can be run across all compatible Python versions in isolated environments using tox by running

sh tox

To run tests manually in a Python environment with pytest installed run

sh pytest tests

again from the root of the repository.

Acknowledgements

This work was funded by a grant from the ExCALIBUR programme.

Owner

  • Name: University College London
  • Login: UCL
  • Kind: organization
  • Email: rc-softdev@ucl.ac.uk

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
type: software
authors:
  - family-names: "Graham"
    given-names: "Matt"
    orcid: "https://orcid.org/0000-0001-9104-7960"
    affiliation: University College London
repository-code: "https://github.com/UCL/emul"
title: "emul: Python implementations of Gaussian process emulators"
license: "MIT"

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Dependencies

.github/workflows/linting.yml actions
  • actions/cache v3 composite
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/tests.yml actions
  • actions/cache v3 composite
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
pyproject.toml pypi
  • jax *