duqtools


Nameduqtools JSON
Version 3.1.0 PyPI version JSON
download
home_page
SummaryDynamic uncertainty quantification for Tokamak reactor simulations modelling
upload_time2024-02-29 14:47:08
maintainer
docs_urlNone
authorVictor Azizi, Aaron Ho
requires_python>=3.9
licenseApache 2.0 License
keywords modelling uncertainty-quantification tokamak fusion-reactor
VCS
bugtrack_url
requirements altair click gitpython imas2xarray importlib_resources jetto-tools jinja2 numpy pandas pydantic pydantic-yaml scipy streamlit tqdm typing-extensions xarray
Travis-CI No Travis.
coveralls test coverage No coveralls.
            [![Documentation Status](https://readthedocs.org/projects/duqtools/badge/?version=latest)](https://duqtools.readthedocs.io/en/latest/?badge=latest)
[![Tests](https://github.com/duqtools/duqtools/actions/workflows/test.yaml/badge.svg)](https://github.com/duqtools/duqtools/actions/workflows/test.yaml)
[![Tests (IMAS)](https://github.com/duqtools/duqtools/actions/workflows/test_imas.yaml/badge.svg)](https://github.com/duqtools/duqtools/actions/workflows/test_imas.yaml)
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[![DOI](https://zenodo.org/badge/492734189.svg)](https://zenodo.org/badge/latestdoi/492734189)
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![Duqtools banner](https://raw.githubusercontent.com/duqtools/duqtools/main/src/duqtools/data/logo.png)

# Duqtools

*Duqtools* is a tool for **D**ynamic **U**ndertainty **Q**uantification for Tokamak reactor simulations modelling.

Features:

- Set up 100s of simulation runs from a single template
- Launch standard sets of sensitivity tests with minimal programming
- Batch job submission and status tracking
- Supports the Standardized Interface Data Structures (IDSs) data directory
- Compare and visualize 100s of simulations in one overview
- Display simulation results as confidence ranges and distributions

*Duqtools* is currently under active development. It runs on linux only and requires the [ITER](http://iter.org/) Integrated Modeling and Analysis Suite ([IMAS](https://confluence.iter.org/display/IMP)).

To install:

```console
pip install duqtools
```

The source code is available from [Github](https://github.com/duqtools/duqtools).

Suggestions, improvements, and edits are most welcome.


## Development

Check out our [Contributing Guidelines](CONTRIBUTING.md#Getting-started-with-development) to get started with development.

            

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