Giter VIP home page Giter VIP logo

py21cmwedge's Introduction

py21cmwedge

Build Status Coverage Status

py21cmwedge allows for quick computation of the footprint of a radio array in the (u,v) plane. This is especially useful to determine the amount of foreground leakage in image based power spectrum analysis due to "Multi-Baseline Mode Mixing."

This package's outputs can compars directly to FHD (Fast Holographic Deconvolution) and Eppsilon (error propagated power spectrum with interleaved observed noise)

Package Details

Analysis Verification

The comparison between outputs made by this package and FHD, and FHD+Eppsilon are contained in the IPython notebooks in the notebooks subfolder and viewable directly on GitHub.

A list of the notebooks and what information they include:

  • DFT_Kernel_Effects

    An analysis of the kernel of a Healpix Pixel when perfoming a DFT from the sky to the (u,v) plane.

  • Beam_Gridding

    A comparison of how this package and FHD grid the Beam, a single baseline and two baselines onto the UV plane.

  • Rotation_Synthesis

    A demonstration of how rotation synthesis is handled at the [u,v,w] level with this package

  • UVF_Uniform_Comparion

    A comparison of how this pacakge and FHD+Eppsilon grid entire arrays in uniform weighting

Installation

Dependencies

For anaconda users, prerequisites can be installed using conda to install astropy, numpy and scipy and conda-forge for healpy (conda install -c conda-forge healpy).

This package requires the following packages :

  • numpy > 1.10
  • scipy
  • astropy > 1.2
  • healpy
  • nose

Install py21cmwedge

After cloning this repository, installation can be accomplished by executing one of the following inside the py21cmwedge directory

pip install . or python setup.py install

py21cmwedge's People

Contributors

mkolopanis avatar

Watchers

 avatar  avatar

Forkers

dannyjacobs

py21cmwedge's Issues

Accept outside beam

Currently relies solely on a gaussian beam model, cannot incorporate outside beam models.

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.