probability_cheatsheet

9 weeks ago by mpm

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

math
probability
9 weeks ago by mpm

category-theory-for-programmers

august 2018 by mpm

e-book version of Bartosz Milewski's Category Theory for Programmers

book
functional
math
august 2018 by mpm

The Probability and Statistics Cookbook

january 2018 by mpm

The probability and statistics cookbook is a succinct representation of various topics in probability theory and statistics. It provides a comprehensive mathematical reference reduced to its essence, rather than aiming for elaborate explanations.

math
statistics
january 2018 by mpm

Category Theory for Programmers unofficial PDF and LaTeX source

october 2017 by mpm

Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source

math
book
c++
haskell
october 2017 by mpm

Statistical Formulas For Programmers

may 2013 by mpm

I've collected together the statistical formulas that I find to be most useful; this page presents them all in one place, a sort of statistical cheat-sheet for the practicing programmer.

math
statistics
may 2013 by mpm

Probability and Statistics Cookbook

september 2012 by mpm

The cookbook contains a succinct representation of various topics in probability theory and statistics. It provides a comprehensive reference reduced to the mathematical essence, rather than aiming for elaborate explanations

math
statistics
probability
book
september 2012 by mpm

Think Stats

january 2012 by mpm

Think Stats: Probability and Statistics for Programmers is a textbook for a new kind of introductory prob-stat class. It emphasizes the use of statistics to explore large datasets. It takes a computational approach

book
statistics
math
probability
january 2012 by mpm

Mathematical Background

june 2011 by mpm

a brief summary of the following topics ...

Sets, Bags, and Sequences

Functions

Lambda Calculus

Graphs

Relations

Representing Relations by Graphs

Lattices

Propositional Logic

Predicate Logic

Axioms and Proofs

Formal Grammars

Game Graphs

Model Theory

References

math
Sets, Bags, and Sequences

Functions

Lambda Calculus

Graphs

Relations

Representing Relations by Graphs

Lattices

Propositional Logic

Predicate Logic

Axioms and Proofs

Formal Grammars

Game Graphs

Model Theory

References

june 2011 by mpm

Stand-alone code for numerical computing

june 2011 by mpm

Sometimes you need a little code to do some scientific computing and you don't want to take on a dependence to a huge and possibly unfamiliar library. This page is an index to code snippets in multiple languages that solve that problem

math
june 2011 by mpm

How Not To Sort By Average Rating

march 2010 by mpm

We need to balance the proportion of positive ratings with the uncertainty of a small number of observations. Fortunately, the math for this was worked out in 1927 by Edwin B. Wilson

statistics
math
march 2010 by mpm

Mathematics for Computer Science (SMA 5512), Fall 2002 | Readings

march 2008 by mpm

Mathematics for Computer Science

math
march 2008 by mpm

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