gauss-binom-test 0.2.3

Gaussian and Binomial distributions

Gaussian and Binomial Distributions

A basic package for calculating and visualizing Gaussian and Binomial Distributions. This is only a test.

How to install

$ python install gauss-binom-test

Features

• Calculate the Gaussian and Binomial pdf of a data set
• Calculate the mean and standard deviation
• Calculate the sum of two pdfs
• Plot the histogram of data points and normalizdd histogram of the pdf

Example

Open the Python interpreter:

Create a standard normalmdistribution (zero mean and standard deviation equal to one)

$ python
>>> gaussian_normal = Gaussian()

**Create a Gaussian distribution with mean=5 and stdv=2

>>> gaussian_one = Gaussian(5,2)

Addition of two Gaussian distributions

>>> gaussian_sum = gaussian_normal + gaussian_one

Calculate the probability of a data point for a Gaussian distribution with a given mean and stdv

>>> gaussian_one = Gaussian(5,2)
>>> gaussian_one.pdf(6)

**Calculate the mean and standard deviation

>>> gaussian_one.mean()
>>> # sample stdv
>>> gaussian_one.stdev() 
>>> # population stdev
>>> gaussian_one.stdev(sample=False)