Zach Furman's repositories
rocket-simulator
Rocket simulator created for TARC 2017
metal-voxel-planet
A proof-of-concept for a spherical voxel planet written in Swift using Metal
shakespeare-transformer
Toy implementation of a decoder-only transformer for predicting Shakespeare text
schoolloop-notifications
Emails you whenever your grades change, telling you which grade changed and by how much.
toy-models-of-superposition-replication
Replication of a few results of "Toy Models of Superposition" by Elhage et al.
br-scraper
Table scraper for baseball-reference.com
intro-lc-estimation
An introduction to RLCT / learning coefficient estimation in singular learning theory
live_spectrum
Basic live spectrum plotter
mean-field
Exploring the mean-field theory of neural networks, starting from Brownian dynamics and Feynman-Kac
multiports
Code for multiport topological insulators
svd-interpretability-replication
Replication of "The Singular Value Decompositions of Transformer Weight Matrices are Highly Interpretable"
boolean_circuits
Experiments training neural networks on Boolean circuits (WIP)
cachable
Easily add caching to models
einops
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
GBA4iOS
The number one Game Boy Advance emulator for iOS is back, and has been rewritten from the ground up for iOS 7. And as always: no jailbreak required.
hab-predictor
API to predict High Altitude Balloon Flights
linear-representations
Investigating if neural network feature representations are linear, with a toy model
minitorch-Module-0
Minitorch Module 0
minitorch-Module-1
Minitorch Module 1
minitorch-Module-2
Minitorch Module 2
orbits
Basic orbiting game
SGMCMCJax
Lightweight library of stochastic gradient MCMC algorithms written in JAX.
toy-modularity
Toy models of modularity in deep learning (WIP)
zfurman56.github.io
My personal website