gaussian-binomial-probability-distribution 0.1

Gaussian and Binomial distribution

This package contain Gaussian distribution and Binomial distribution

## Gaussian Distribution

Attributes:

1. mean

2. standard deviation

Methods:

1. read_data_file(file_name) - to read in data from a txt file

2. calculate_mean() - to calculate mean of data set

3. calculate_stdev() - to calculate standard deviation of data set

4. plot_histogram() - to output a histogram of the instance variable data

5. pdf() - to calculate probability density function

6. plot_histogram_pdf() - to plot the normalized histogram of the data and a plot of the probability density function

## Binomial Distribution

Attributes:

1. probability

2. size of trial

3. mean

4. standard deviation

Methods:

1. read_data_file(file_name) - to read in data from a txt file

2. calculate_mean() - to calculate mean from p and n

3. calculate_stdev() - to calculate standard deviation from p and n

4. replace_stats_with_data() - to calculate p and n from the data set

5. plot_bar() - to output a histogram of the instance variable data

6. pdf() - to calculate probability density function

7. plot_bar_pdf() - to plot the pdf of the binomial distribution

## Installation

` pip install gaussian-binomial-probability-distributions `

## How to use distribution package

Open python environment and import the package ` python from distributions import Gaussian from distributions import Binomial `