Statistical Exponential Families

[0911.4863] Statistical exponential families: A digest with flash cards Abstract: This document describes concisely the ubiquitous class of exponential family distributions met in statistics. The first part recalls definitions and summarizes main properties and duality with Bregman divergences (all proofs are skipped). The second part lists decompositions and related formula of common exponential family distributions.

Data Science at the Command Line

Data Science at the Command Line This is the website for Data Science at the Command Line, published by O’Reilly October 2014 First Edition. This hands-on guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You’ll learn how to combine small, yet powerful, command-line Read more about Data Science at the Command Line[…]

Jazz Up Your “ZSH” Terminal In Seven Steps — A Visual Guide

Jazz Up Your “ZSH” Terminal In Seven Steps – A Visual Guide In this blog I’ll cover installing ITerm2, ZSH shell, “oh my ZSH”, Themes, ITerm2 color schemes, “oh my ZSH” plugins and enable “ligature” support to help create a beautiful and powerful Terminal. If you want to just make your regular Bash Terminal powerful, Read more about Jazz Up Your “ZSH” Terminal In Seven Steps — A Visual Guide[…]

Making Sense of Git by Kyle Pennel

Making Sense of Git – A Visual Perspective | appendTo Git is an extremely powerful and popular version control system; however, Git’s command line syntax is far from self-explanatory. Git favors power and flexibility over usability. Its 150+ commands are a mash-up of metaphors and verbs (fetch, clone, pull, commit, rebase, stash, checkout, etc.)