TSTorch Notebook
Research notebook exploring machine learning concepts, automatic differentiation, and GPU computing with TypeScript and WebGPU.
Intro - What is ML
GPU-Accelerated Matrix Operations with WebGPU
Deep dive into WGSL compute shaders for matrix multiplication, memory layouts, and how TSTorch leverages WebGPU for tensor operations.
Introduction to Automatic Differentiation
Exploring forward and reverse mode automatic differentiation, the chain rule, and building a minimal autograd engine in TypeScript.