Zach Furman's starred repositories
intro-lc-estimation
An introduction to RLCT / learning coefficient estimation in singular learning theory
scalable_learning_coefficient_with_sgld
This repository contains code to run experiments and generate plots described in the paper.
mean-field
Exploring the mean-field theory of neural networks, starting from Brownian dynamics and Feynman-Kac
tuned-lens
Tools for understanding how transformer predictions are built layer-by-layer
TransformerLens
A library for mechanistic interpretability of GPT-style language models
svd-interpretability-replication
Replication of "The Singular Value Decompositions of Transformer Weight Matrices are Highly Interpretable"
toy-models-of-superposition-replication
Replication of a few results of "Toy Models of Superposition" by Elhage et al.
shakespeare-transformer
Toy implementation of a decoder-only transformer for predicting Shakespeare text
live_spectrum
Basic live spectrum plotter
metal-voxel-planet
A proof-of-concept for a spherical voxel planet written in Swift using Metal
hab-predictor
API to predict High Altitude Balloon Flights
deep-photo-styletransfer
Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511
PX4-Autopilot
PX4 Autopilot Software
rocket-simulator
Rocket simulator created for TARC 2017
schoolloop-notifications
Emails you whenever your grades change, telling you which grade changed and by how much.