Skip to content

albahnsen/pycircular

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

45 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Py-Versions Versions LICENCE DOI

Logo

PyCircular

PyCircular is a specialized data analysis python library designed specifically for working with circular data. Circular data, such as data that represents angles, directions or timestamps, can present unique challenges when it comes to analysis and modeling. The nature of the circular data can cause difficulties when trying to apply traditional linear and kernel-based methods, as these methods are not well suited to handle the periodic nature of circular data. Additionally, circular data can also raise issues when trying to compute mean and standard deviation, as these measures are not well-defined for circular data.

PyCircular addresses these challenges by providing a set of tools and functionality specifically tailored for working with circular data. The library includes a variety of circular statistical methods, including distributions, kernels, and confidence intervals. Additionally, it also includes visualization tools such as circular histograms and distribution plots, to help you better understand your data.

In particular, it provides:

  1. A set of circular analysis algorithms
  2. Different real-world datasets.

Installation

Versions PyPI-Downloads Libraries-Dependents

You can install pycircular with pip:

# pip install pycircular

Documentation

Documentation is available at http://albahnsen.github.io/pycircular

Tutorials are available at http://albahnsen.github.io/pycircular/Tutorials.html

Contributions

GitHub-Commits GitHub-Issues GitHub-PRs GitHub-Contributions

All source code is hosted on GitHub.

Contributions are welcome. There are a number of Issues that can be worked on.

Developers who have made significant contributions,

Name ID Notes
Alejandro Correa Bahnsen github linkedin primary maintainer
Jaime Acevedo github linkedin  
Sergio Villegas github linkedin  
Juan Salcedo    
Jesus Solano    

LICENCE

Open Source (OSI approved): LICENCE

Citation information: DOI

About

pycircular is a Python module for circular data analysis

Resources

License

Stars

Watchers

Forks

Packages

No packages published

Languages