Udacity---AWS-Course

Gaussian and Binomial distributions - "stat-prob-distributions 0.1" package

prob_distributions_package

• Binomial
• Gaussian(Normal)

Files

• Binomialdistributions.py : Binomial distribution class for calculating and visualizing a Binomial distribution.
• Gaussiandistributions.py : Gaussian distribution class for calculating and visualizing a Gaussian distribution.
• Generaldistributions.py : Generic distribution class for calculating and visualizing a probability distribution.
• _init_.py : Group all files, by creating shortcuts

Installation

    pip install stat-prob-distributions

or

    pip install -i https://test.pypi.org/simple/ stat-prob-distributions

Usage

from stat_prob_distribution import Gaussian, Binomial

Gaussian(a, b)

Binomial(.a, b)

Attributes:

• mean (float) representing the mean value of the distribution
• stdev (float) representing the standard deviation of the distribution
• data_list (list of floats) a list of floats to be extracted from the data file
• p (float) representing the probability of an event occurring
• n (int) number of trials