Metadata-Version: 2.1
Name: circularAlgos
Version: 1.0.3
Summary: Package with many functions for circular distributions
Home-page: https://github.com/karthik-sundaram/circularAlgos
Author: Karthik Sundaram
Author-email: karthik.sun95@gmail.com
License: MIT
Keywords: mixture models circular distributions clustering
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Topic :: Internet
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.6
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Requires-Dist: numpy

A package including many functions for circular distributions:

1) r_vonmises() - This function is used for generating random numbers for a von Mises circular distribution
2) q_vonmises() - This function is used used to calculate the quantiles for the given probabilities for a von Mises distribution
3) p_vonmises() - This function is  used to calculate the CDF value at the given points for a von Mises distribution
4) d_vonmises() - This function is for calculating the PDF at the given points for a von Mises circular distribution
5) angles_VMF_mix() - This function is used to fit angular data in radians using the expectation maximization algorithm for
       		      maximum likelihood estimatation of the parameters of the different mixtures
6) vmf_clust() - This function is used to: 
       			1) fit the given data using the expectation maximization algorithm for
       			   maximum likelihood estimatation of the parameters of the differnt mixtures
      		        2) Perform probabilistic clustering using the mixtures obtained above

