Skip to content

A python package which can be pip installed to perform statistics and visualize binomial and gaussian distributions of the dataset

Notifications You must be signed in to change notification settings

NextTechLab/GBiStat

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

10 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

made-with-python

GBiStat package

A python package to assist programmers with data analysis.

This package could be used to plot :

  • Binomial Distribution of the dataset
  • probability density function of the binomial distribution
  • Gaussian Distribution of the dataset
  • normalized histogram of the data and probability density function of the gaussian distribution along the same range

Various mathematical operations can also be done:

Gaussian Distribution:

  • mean
  • standard deviation
  • probability density function
  • add 2 gaussian distributions
  • characteristics of gaussian instance

Binomial Distribution:

  • mean
  • standard deviation
  • calculate p and n of the dataset
  • probability density function
  • add 2 binomial distributions with equal p
  • characteristics of binomial instance

Files

init.py

used to call the Gaussian and Binomial functions directly.

BinomialDistribution.py

Used to read the file containing the data and perform all the statistical operations related to the binomial distribution:

  • mean
  • standard deviation
  • calculate p and n of the dataset
  • probability density function
  • add 2 binomial distributions with equal p
  • characteristics of binomial instance
  • plot histogram of the instance variable data
  • plot probability density function

Gaussian Distribution.py

Used to read the file containing the data and perform all the statistical operations related to the gaussian distribution:

  • standard deviation
  • probability density function
  • add 2 gaussian distributions
  • characteristics of gaussian instance
  • plot histogram of instance variable data
  • plot probability density function
  • plot the normalized histogram of the data and a plot of the probability density function along the same range

license.txt

Contains the MIT License .

setup.cfg

a configuration file for the users to edit to override the original setup file if necessary.

Installation

pip install GBiStat

You can check the package by clicking here

Author

  • Rishikesh Sivakumar

ForTheBadge built-with-love by Rishikesh Sivakumar

About

A python package which can be pip installed to perform statistics and visualize binomial and gaussian distributions of the dataset

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Python 100.0%