William Wolf's repositories
statistical-rethinking
Solutions for the practice problems
gaussian-processes
A thorough, straightforward, un-intimidating introduction to Gaussian processes in NumPy.
mcts-llm-codegen
A Python reimplementation of "Planning with Large Language Models for Code Generation" (https://arxiv.org/abs/2303.05510)
willwolf.io-source
Source code for my blog
statistics-all-along
An introductory talk on the statistical underpinnings of common "machine learning" models
solana-economics
A Streamlit app for simulating Solana validator economics
markdown-insert-screenshot
A lightweight Atom plugin for saving an interactive screen capture to a relative file destination
boltzmann-machines
A thorough introduction to Boltzmann machines
anchor-escrow-program
A toy implementation of a Solana escrow program in Anchor and React.
cavaunpeu.github.io
My blog
radical-markets-reading
Reading list for Glen Weyl's Radical Markets (Princeton University, ECON406)
exact-inference
Implementations of exact inference algorithms on graphical models
cadCAD
Design, simulate, validate, and operate within complex systems
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
edward
A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.
lecture-python
Source files for https://python.quantecon.org
pomegranate
Fast, flexible and easy to use probabilistic modelling in Python.
tensorflow
Computation using data flow graphs for scalable machine learning
tokenspice
EVM agent-based token simulator 🐟🌪️
wasm-game-of-life
Conway's Game of Life in Rust and Web Assembly