ProbStatipy 0.0.1

A Python package to compute probabilities and statistics

ProbStatipy

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Intro

I was learning about modules in Python and what better way to learn than to do. StatsPro is a package of Python modules equipped with functions that are used in Statistics. I am aware that such a package already exists by the name Statistics and I'm doing this entirely for learning purposes.

While the functions are extensively documented, you can check out my Jupyter Notebooks in the Numerical Summary repo to fully understand my thought process while coming up with these functions.

To understand how modules work, check out the understanding_modules Notebook (which is still a work in progress, just like this repo).

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Contents

Familiarize yourself with the contents to understand how to navigate this repo.

The two most important files in this repository are:

1. pystats_central.py: Contains functions to measure central tendency such as Mean, Median and Mode.
2. pystats_spread.py: Contains functions to measure dispersion/spread such as Variance (Mean Squared Deviation), Standard Deviation and Mean Absolute Deviation (MAD).

Other than these two files, this repo has a couple of more files:

• The README.md file is the one you are currently reading. It contains useful information about this repo and instructions on how to interact with it.
• The .gitignore file is where I defined to git (and GitHub) the files on my local machine to ignore.
• understanding_modules.ipynb is a Jupyter Notebook where I explain how Python modules work (according to my lay understanding).

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Dependencies

Module	Statistics Topic	Dependencies
pystats_central	Central Tendancy	-
pystats_spread	Spread / Dispersion	math