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Statististical Probability Distributions

Project description

problyStatPy

Python package for computing and visualizing various probability distributions

General Module Descriptions:

  • Applicable for Gaussian and Binomial distributions
  • Read in datasets
  • Calculate mean
  • Calculate standard deviation
  • Compute probability distribution Function
  • Plot histogram and bar chart
  • Plot probability density function
  • Add two distributions
  • Return basic statistics of a distribution

Installation

:link: Instant file download link: https://pypi.org/project/problystatpy/#files

:sparkles: Command line:

$ pip install --user problystatpy

​ OR

$ python3 -m pip install --user problystatpy

Usage

Recommended for usage accommodation:

from problystatpy import *

Command line execution:

$ python3
>>> from problystatpy import *
>>> gaussian_one = Gaussian()
>>> gaussian_two = Gaussian(25, 2)
>>> gaussian_one.stdev
1
>>> gaussian_one + gaussian_two
mean 25, standard deviation 2.23606797749979

Updates

6.22.2020 successfully passed test codes and ready for upload testing

6.23.2020 problystatpy-0.8.3v release on Test PyPi & pypi.org/project/problystatpy/

Github

:link: https://github.com/jungsNN/problystatPyP

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