## Latest Posts

## Binary vs. Multi-Class Logistic Regression

I’ve been taught binary logistic regression using the sigmoid function, and multi-class logistic regression using a softmax. However, I have never quite understood how the two are related. In this post, I show exactly how multi-class logistic regression generalizes the binary case.

## My .vimrc

This blog post about my

`.vimrc`

settings is mainly for personal reference, but I thought I’d make it public in case anyone else was interested. I plan on keeping this post updated if I ever change my`.vimrc`

configuration.## Getting MathJax to Work

Re-formatting a LaTeX document for use as a blog post took more work than expected. MathJax only supports the LaTeX math-mode commands, and there are additional formatting considerations as well. Here are some tools that I found to make the transition easier.

## Deriving Batch-Norm Backprop Equations

I present a derivation of efficient backpropagation equations for batch-normalization layers.

## The Definitive Guide to Python import Statements

I’ve almost never been able to write correct Python

`import`

statements on the first go. Behavior is inconsistent between Python 2.7 and Python 3.6 (the two versions that I test here), and there is no single method for guaranteeing that imports will always work. This post is my dive...## How I Setup Jekyll on GitHub Pages

Here is a brief summary of how I set up this blog / website using Jekyll on GitHub Pages.

## HTML and CSS References

This post is meant to be a running-list of useful web resources related to HTML and CSS.

## First Post

Hello, this is my first post.

## Example content

Text can be

**bold**,*italic*, or~~strikethrough~~.