Deep Learning


An exploration of the intersection of ML and guitar circuit modeling

Noise Contrastive Estimation

A Gentle Introduction

AdaNet - Adaptive Structural Learning of Artificial Neural Networks

A paper review of Google's AdaNet AutoML technique, which learns the optimal neural network structure

Overview of GANs - Part III

Learning Disentangled Representations: an introduction to InfoGAN

Overview of GANs - Part II

Improving GANs: an introduction to DC-GAN

Overview of GANs - Part I

An introduction to Generative Adversarial Networks