dsnd-probability-tl2024 0.3

Gaussian Binomial distributions

dsnd-probability-tl2024 package

Package includes a Gaussian and Binomial class for calculating and visualizing a Gaussian and Binomial distributions respectively.

Files

1.Generaldistribution.py 
    1.  Parent class
2. Binomialdistribution.py
    1. Contains Binomial class
3. Gaussiandistribution.py
    1. Contains Gassian class

installation

pip install dsnd-probabilitytl2024

import the distribution

from dsnd-probability-tl2024 import Gaussian, Binomail

Instantiate Guassian Object

g_instance = Gaussian(10,7)

g_instance.data = [1, 3, 99, 100, 120, 32, 330, 23, 76, 44, 31]

g_instance.calculate_mean()

g_instance.calculate_stdev()

g_instance.pdf(25)

g_instance.plot_histogram()

g_instance.plot_histogram_pdf()

Instantiate Binomial Object

b_instance1 = Binomial(.4,25)

b_instance.data1 = [0, 1, 1, 1, 1, 1, 0, 1, 0, 1, 0, 1, 0]

b_instance1.calculate_mean()

b_instance1.calculate_stdev()

b_instance1.pdf(5)

b_instance1.plot_bar_pdf()

b_instance2_ = Binomial(.4, 60)

binomial_sum = b_instance1_ + b_instance2

print(binomial_sum)