Code Monkey home page Code Monkey logo

py2pac's Introduction

README

IMPORTANT NOTE: This code does not function in its current state. When I put things up on github, I decided that the code could use a little cleaning up and it ended up being a major reorganization. The code is about 90% of the way through that reorganization. There's a little more cleaning up of documentation/formatting all the Sphinx stuff and I need to debug and accuracy check the AngularCatalog class, but that's it.

Py2PAC: Python 2-Point Angular Correlations

This package was developed to calculate the galaxy angular two-point correlation functions on actual data. It's under development and currently only contains the calculation of the angular correlation functions within a region of arbitrary outline with one depth. The correlation functions may be calculated with error estimates via single galaxy bootstrapping, block bootstrapping, or jackknifing.

Current Status

Everything is pretty much ready for use except for the AngularCatalog class, which needs all the changes to the organization propagated to it and then needs to be checked for accuracy. There are some more things that I want to do with the ImageMask class and a lot of fitting and post-processing that I want to put in, but nothing that is necessary for the basic functionality, so it's just debugging that's left.

To-do before release

  • Finish changes to AngularCatalog
  • Check all routines in AngularCatalog
  • Check the jackknife error bar magnitude
  • Come up with example data sets and add to repository
  • Tutorial ipython notebook that walks you from importing py2pac to plotting each kind of CF. Also make sure it has the different ways to create ImageMasks

To-do eventually

  • Set up an ImageMask classmethod to deal with rotated boxes
  • Fitting things are the next science thing to do
  • After that, it's multi catalogs. I think they should probably inherit AngularCatalog and then build off of it?
  • Parallel processing for CF calculation?
  • I should probably figure out why the WCS instances I make by hand aren't ok with being moved and then figure out how to fix it.

py2pac's People

Contributors

cwhite1026 avatar

Watchers

 avatar  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.