Git Product home page Git Product logo

nonlinearmassfaster's Introduction

README

python 2/3 compatible

Requires numpy, scipy for the main module "nonlinear_mass_faster.py," plus "taylor_coeffs.bin" and "fiducial_rnl.txt"

Requires camb to generate the power spectrum files

The main module is "nonlinear_mass_faster.py" and an example is shown in "example.ipynb." One can simply use "nonlinear_mass_faster.py" + "taylor_coeffs.bin" + "fiducial_rnl.txt" to either fit the polynomial coefficients, or use the Taylor series in the default Planck18 cosmology.

We also include various helper scripts in case the user wants to re-generate the Taylor series about a cosmology of their choosing.

"make_pklin.py" and "make_pklin_all_cosmos.py" generate the default linear power spectra, and the linear power spectra for tests and the Taylor series.

"compute_taylor_coeffs.py" creates the "taylor_coeffs.bin" file from the linear power spectra.

"tabulate_fiducial_rnl.py" tabulates RNL in the fiducial cosmology (Planck18), needed for setting the fitting range.

Finally, we include two scripts that replicate the key tests in Krolewski & Slepian 2019: "accuracy.py" and "timing_test.py" run the accuracy and timing tests.

nonlinearmassfaster's People

Contributors

akrolewski avatar

Stargazers

 avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.