GitHub - dreddnafious/thereisnospoon: A machine learning primer built from first principles. For engineers who want to reason about ML systems the way they reason about software systems.

A machine learning primer written specifically for software engineers who want to build intuition for ML systems using familiar engineering mental models. Organized in three parts covering fundamentals (neurons, backprop, generalization), architectures (transformers, convolution, attention, diffusion, RL), and gates as control Show more