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Statistics and scientific computing with Python

General statistics, mathematical programming, and numerical/sceintific computing scripts and notebooks in Python

Set Algebra basics

set

Permutations and Combinations

permutation and combination

Probability distributions (Discrete)

binomial

Linear Regression Methods

lm

R-style Statistical functions written using Python

Articles

Check out this article I wrote on Medium: Essential Math for Data Science.

Check out this article I wrote on Medium about "How to write your favorite R functions — in Python?"

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General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

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  • Jupyter Notebook 99.0%
  • Python 1.0%