• ## 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.