``utopya``: A simulation management and evaluation framework
============================================================
The ``utopya`` package provides a simulation management and evaluation
framework with the following feature set:
- **Run model simulations** in parallel and on cluster architectures
- Conveniently perform parameter sweeps of arbitrary parameters with the help
of the `paramspace <https://gitlab.com/blsqr/paramspace>`_ package.
- A **powerful CLI** to run and evaluate models, including interactive plotting
- Integrates the `dantro <https://gitlab.com/utopia-project/dantro>`_
**data processing pipeline**:
- Loads data into a hierarchical data tree, supplying a uniform interface
- Gives access to a configuration-based **data transformation framework**,
separating data preprocessing from visualization for increased generality
- Easy extensibility of plot creators via model-specific plot implementations
- A **versatile configuration interface** for both simulation and evaluation:
- Assembling multi-level model configurations, including several default
levels
- Assembling plot configurations with multiple inheritance, reducing
redundant definitions
- Model, project, and framework registration and handling
- Managing data output directories
- Tools to simplify model test implementations or working without a CLI
- ... and more
The ``utopya`` package evolved as part of the
`Utopia Project <https://utopia-project.org>`_ and provides the frontend of
the `Utopia modelling framework <https://gitlab.com/utopia-project/utopia>`_.
Having been outsourced from that project, it can be used with arbitrary model
implementations with a very low barrier for entry: in the simplest case, only
the path to an executable is required to run simulations.
With more compliance to the utopya interface, more features become available.
The ``utopya`` package is **open source software** released under the
`LGPLv3+ <https://www.gnu.org/licenses/lgpl-3.0.html>`_ license.
Visit the `utopya project website <https://gitlab.com/utopia-project/utopya>`_
or the `documentation page <https://utopya.readthedocs.io/>`_ for more
information about utopya.
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"description": "\n``utopya``: A simulation management and evaluation framework\n============================================================\n\nThe ``utopya`` package provides a simulation management and evaluation\nframework with the following feature set:\n\n- **Run model simulations** in parallel and on cluster architectures\n\n - Conveniently perform parameter sweeps of arbitrary parameters with the help\n of the `paramspace <https://gitlab.com/blsqr/paramspace>`_ package.\n\n- A **powerful CLI** to run and evaluate models, including interactive plotting\n- Integrates the `dantro <https://gitlab.com/utopia-project/dantro>`_\n **data processing pipeline**:\n\n - Loads data into a hierarchical data tree, supplying a uniform interface\n - Gives access to a configuration-based **data transformation framework**,\n separating data preprocessing from visualization for increased generality\n - Easy extensibility of plot creators via model-specific plot implementations\n\n- A **versatile configuration interface** for both simulation and evaluation:\n\n - Assembling multi-level model configurations, including several default\n levels\n - Assembling plot configurations with multiple inheritance, reducing\n redundant definitions\n\n- Model, project, and framework registration and handling\n- Managing data output directories\n- Tools to simplify model test implementations or working without a CLI\n- ... and more\n\nThe ``utopya`` package evolved as part of the\n`Utopia Project <https://utopia-project.org>`_ and provides the frontend of\nthe `Utopia modelling framework <https://gitlab.com/utopia-project/utopia>`_.\nHaving been outsourced from that project, it can be used with arbitrary model\nimplementations with a very low barrier for entry: in the simplest case, only\nthe path to an executable is required to run simulations.\nWith more compliance to the utopya interface, more features become available.\n\nThe ``utopya`` package is **open source software** released under the\n`LGPLv3+ <https://www.gnu.org/licenses/lgpl-3.0.html>`_ license.\n\nVisit the `utopya project website <https://gitlab.com/utopia-project/utopya>`_\nor the `documentation page <https://utopya.readthedocs.io/>`_ for more\ninformation about utopya.\n",
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