dsnd-probability-tl2024 0.5

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 
    a.  Parent class
2. Binomialdistribution.py
    a. Contains Binomial class
3. Gaussiandistribution.py
    a. Contains Gassian class

installation

pip install dsnd-probabilitytl2024

import the distribution

from dsnd-probability-tl2024 import Gaussian, Binomail

Instantiate Guassian Object

1. g_instance = Gaussian(10,7)
2. g_instance.data = [1, 3, 99, 100, 120, 32, 330, 23, 76, 44, 31]
3. g_instance.calculate_mean()
4. g_instance.calculate_stdev()
5. g_instance.pdf(25)
6. g_instance.plot_histogram()
7. g_instance.plot_histogram_pdf()

Instantiate Binomial Object

1. b_instance1 = Binomial(.4,25)
2. b_instance1.data = [0, 1, 1, 1, 1, 1, 0, 1, 0, 1, 0, 1, 0]
3. b_instance1.calculate_mean()
4. b_instance1.calculate_stdev()
5. b_instance1.pdf(5)
6. b_instance1.plot_bar_pdf()
7. b_instance2_ = Binomial(.4, 60)
8. binomial_sum = b_instance1 + b_instance2
9. print(binomial_sum)