Distribution-cheatsheet

A lookup repo for a variety of distributions (implemented in Python).

Distribution Characteristics

The characteristics of each distribution are seperated into the following paragraphs:

1. Definition & Formula
2. Parameter
3. Implementation in Python
4. Inference of Parameter

Overview

The following distributions are (or will be) implemented in this repository:

• Beta Distribution
• Binomial Distribution
• Cauchy Distribution
• Chi-Squared Distribution
• F Distribtution
• Gamma Distribution
• Geometric Distribution
• Hypergeometric Distribution
• Normal Distribution
• Poisson Distribution
• T Distribution