Triumvirate 0.3.0

Three-point clustering measurements in large-scale structure analyses.

Three-Point Clustering Measurements in LSS

Triumvirate is a Python/C++ software package for measuring three-point (and two-point) clustering statistics in large-scale structure (LSS) cosmological analyses.

Documentation

Comprehensive documentation including the scientific background, installation instructions, tutorials and API reference can be found at triumvirate.readthedocs.io.

Installation

Python package

Triumvirate as a Python package is distributed through PyPI and Conda. Instructions for installation can be found on the Installation page in the documentation.

C++ library & program

Triumvirate as either a static library or a binary executable can be built using make. Instructions for compilation can be found on the Installation page in the documentation.

Development mode

Both the Python package and the C++ library/program can be set up in development mode with make, provided that dependency requirements are satisfied (GSL and FFTW3 libraries are mandatory while an OpenMP library is optional).

First git clone the desired branch/release from the GitHub repository and change into the repository directory path:

$ git clone [e-mail]:MikeSWang/Triumvirate.git --branch <branch-or-release>
$ cd Triumvirate

Then, execute in shell:

$ make clean
$ make [py|cpp]install [useomp=(true|1)]

where cpplibinstall or cppappbuild respectively builds the C++ static library or binary executable only, cppinstall builds both, pyinstall builds the Python package only, and install builds all of the above. To enable OpenMP parallelisation, append useomp=true or useomp=1 to the end of the second line as shown above.

Note

The latest release is on the main branch. The default Makefile (located at the repository directory root) should work in most build environments, but may need to be modified as appropriate.

Note

See the Installation page in the documentation for more details about dependency requirements.

Note

If enabling OpenMP, ensure the C++ compiler used supports it and is configured accordingly. The default Makefile (located at the repository directory root) assumes the GCC compiler and OpenMP library. See the Installation page in the documentation for more details.

Note

Pass option -j[N] -O to make to run multiple concurrent jobs for parallel building (optional parameter N is the number of parallel jobs; see GNU Make Manual).

Attribution

To acknowledge the use of Triumvirate in your published research, please cite the publications linked above which contain the relevant information in the BibTeX format.

Acknowledgement

This project has received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (Grant agreement ID: 853291).

Key underlying numerical algorithms were originally developed by Naonori S Sugiyama, and are available in the GitHub repository hitomi.

We thank the JOSS reviewers, William Coulton (@wcoulton) and Alfonso Veropalumbo (@alfonso-veropalumbo), for their valuable feedback and suggestions, which have improved the functionality and documentation of the code.

Contributing

User feedback and contributions are very welcome. Please refer to the contribution guidelines.

Discussions & Wiki

A community forum for users and developers is hosted on GitHub, where you can receive announcements, post questions, share ideas and get updates.

A wiki site <https://github.com/MikeSWang/Triumvirate/wiki> collects wisdoms for specific use cases and user environments.

Releases

Release notes are included in the change log.

Licence

Triumvirate is made freely available under the GPL-3.0 licence. Please see Licence (located at the repository directory root) for full terms and conditions.

&copy; 2023 Mike S Wang & Naonori S Sugiyama