sarthaknikhal/distributions

Distributions

This is a package used for distribution of data and plotting it.

Installation

Run the following to install:

'''python pip install nixz_probability '''

Usage

'''python from nixz_probability import Binomialdistributions (or) from nixz_probability import Gaussiandistributions

Feed Data

Use read_data_file(file_name) method to feed data You can directly use the distribution classes after feeding data to the program.

#Use methods to calculate and plot #calculate mean of data object.calculate_mean() calculates mean of the data

#calculate standard deviation object.calculate_stdev(False->if data is population)

#plot histogram of data object.plot_histogram

#generate probability density for given example object.pdf(test_example)

#plot histogram for proability density function along same range object.plot_histogram_pdf(number_of_spaces)

#add 2 Binomial or Gaussian distributions distribution1 + distribution2

#represent a distribution distribution1