Human-in-the-Loop ML
A powerful paradigm for ML systems
Recent Posts
Blogging in Org Mode
My workflow for blogging in org mode, with jekyll and org-export.
Your p-values Are Bogus
Is hypothesis testing built upon a house of lies? No, probably not. But still, read this article.
DS Interview Study Guide Part II: Software Engineering
Part II of my guide to data science interviews, focusing on algorithms, data structures, and general programming knowledge and best practices.
DS Interview Study Guide Part I: Statistics
Part I of my guide to data science interviews, focusing on statistics and experimental design.
New Paper: Metrics For Graph Comparison
A brief discussion of my latest paper, which benchmarks various metrics used to compare complex networks, also known as graphs.
Types as Propositions
What is the connection between data types and logical propositions? Surprisingly, it runs quite deep. This post explores and illuminates that link.
Inverse Transform Sampling in Python
Explanation of, and code for, a small Python tool for sampling from arbitrary distributions.
Algorithmic Musical Genre Classification
A summary of a project of mine in which I build an algorithmic classifier that identifies the genre of a piece of music based directly on the waveform.