Hi there 馃憢, I’m Zak Jost
This blog is about the things I’ve learned about machine learning. I also sometimes make videos and courses.
GuitarML
An exploration of the intersection of ML and guitar circuit modeling
Exploring embeddings of Graph Convolutional Networks
Experiments are run on the Citeseer citation graph to shed light on GCN embeddings
Using adversarial validation to diagnose overfitting problems
I walk through an approach that quickly identifies features that have different distributions between train and test datasets.
Noise Contrastive Estimation
A Gentle Introduction to Noise Contrastive Estimation