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All Projects → franciscovillaescusa → Pylians3

franciscovillaescusa / Pylians3

Licence: MIT license
Libraries to analyze numerical simulations (python3)

Programming Languages

cython
566 projects
python
139335 projects - #7 most used programming language
c
50402 projects - #5 most used programming language

Labels

visualizationsimulationshydrodynamicsdensity-estimationcorrelation-functionspower-spectrumn-bodybispectrumvoids

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Pylians3

Pylians stands for Python libraries for the analysis of numerical simulations.

Installation

For the stable version do:

python -m pip install Pylians

For the development version do

git clone https://github.com/franciscovillaescusa/Pylians3.git
cd Pylians3
python -m pip install .

Usage

Pylians3 is a set of python libraries, written in python, cython and C, whose purposes is to facilitate the analysis of numerical simulations (both N-body and hydrodynamic). Among other things, they can be used to:

  • Compute density fields
  • Compute power spectra
  • Compute bispectra
  • Compute correlation functions
  • Identify voids
  • Populate halos with galaxies using an HOD
  • Apply HI+H2 corrections to the output of hydrodynamic simulations
  • Make 21cm maps
  • Compute DLAs column density distribution functions
  • Plot density fields and make movies

Documentation

See here for the detailed documentation.

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