It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
MimikaStudio - A local-first application for macOS (Apple Silicon) + Agentic MCP Support
A docker container for quantum machine learning (QML) research
Metal GPU implementation of the Qwen3 transformer model on macOS with complete Apple Silicon compute shader acceleration.
Although a full diffusion model comprises several components, this research focuses solely on the quantum versions of the corruptor and the detector: one quantum ansatz circuit that methodically infuses Gaussian noise into the training data, and another distinct quantum ansatz circuit purposed to detect this noise.