Words on AI, design, and the craft.
Essays and technical notes from years of building things. Drop in, pick a thread, stay a while.
AI & Machine Learning
AI · Jan 11, 2020 · Towards Data Science
Towards Data Science
PyTorch Layer Dimensions: What Sizes Should They Be and Why
A deep dive into neural-net architecture decisions. How to calculate layer dimensions, why specific sizes matter, and practical implementation guidance for PyTorch models.
Read on MediumAI · Dec 14, 2019 · Towards Data Science
Autoencoder Neural Networks: What and How
Clear, elementary instructions for building an autoencoder network. Dimensionality reduction, feature learning, and practical applications in computer vision and anomaly detection.
Read on MediumDesign
UX Collective
More
Full archive — tutorials, essays, and short notes — lives on Medium.