Guy Freeman

credence-engine. Bayesian decision theory engine for AI agents — Beta posteriors, VOI, and EU maximisation. Foundation for credence-router.

bayesian-agent. A simulation framework for autonomous agents that learn to navigate an environment using Bayesian inference and Thompson sampling. Demonstrates online probabilistic learning, principled uncertainty handling, and exploration-exploitation trade-offs in a grid-world setting.

credence. A minimal DSL for Bayesian decision agents. Three axioms, three primitives, everything else is composition.

hksfclicences. HK SFC/HKMA securities licences

james-webb-temps. Temperatures of James Webb telescope over time, scraped from official NASA page

bayesian-if-agent. Bayesian agent that learns to play text adventure games

statlearningpres. Statistical Learning presentation

horsemasteranalysis. R

hkwantedpython. HK ICAC wanted persons using scrapy

jarvis-lite. Archived — now developed in the life-agent monorepo (github.com/gfrmin/life-agent, src/jarvis). Single-user GTD task store + Telegram bot + daily digest.

pkm. Archived — now developed in the life-agent monorepo (github.com/gfrmin/life-agent, src/pkm). Content-addressed extraction cache + DuckDB catalogue for personal knowledge management.