Galaxy tabulation: HOD counts-in-cells statistics with JAX
Project description
galtab
Use JAX-accelerated galaxy tabulation to compute HOD counts-in-cells statistics
- Install:
pip install galtab
- Read the docs: https://galtab.readthedocs.org
- To cite
galtab
, learn more implementation details, and explore an example science use case, check out https://arxiv.org/abs/2309.08675. - Source code: https://github.com/AlanPearl/galtab
Author
- Alan Pearl
Prerequisites
python>=3.8
mpi4py
with MPI backend (several implementations available - see https://pypi.org/project/mpi4py)
Example to automatically install prerequisites using a conda environment:
conda create -n py310 python=3.10
conda activate py310
conda install -c conda-forge mpi4py
Optional dependencies for the paper2 subpackage
- mocksurvey and pycorr (instructions at https://github.com/AlanPearl/mocksurvey)
- tabcorr (
pip install tabcorr
) - emcee (
pip install emcee
) - nautilus (
pip install nautilus-sampler
) - uncertainties (
pip install uncertainties
)
Project details
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