jgoerner / distribution-cheatsheet

📈📄👀A lookup repo for a variety of discrete and continuous distributions (incl. Beta, Binomial, Cauchy, Chi-squared, Geometric, Hypergeometric, Normal & Poisson)

Distribution-cheatsheet

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

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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