james-simon
Berkeley physics PhD student aiming to build fundamental understanding of deep learning
Berkeley, CA
Pinned Repositories
bairblog.github.io
BIG-bench
Beyond the Imitation Game collaborative benchmark for enormous language models
cell-fight
a cellular combat simulator. if you've ever wanted to fight an amoeba, this is your chance
circuit-superposition
tests of an alternate neural net formulation that does a computation equivalent to an exponential number of binary logic circuits in parallel
deweese-lab.github.io
dnn_mode_connectivity
source code for neural network mode connectivity project looking for a percolation transition; effectively forked from https://github.com/timgaripov/dnn-mode-connectivity
eigenlearning
codebase for "A Theory of the Inductive Bias and Generalization of Kernel Regression and Wide Neural Networks"
james-simon.github.io
lattice-math
figure gen for blogpost
reverse-engineering
Example notebooks for Reverse Engineering the Neural Tangent Kernel
james-simon's Repositories
james-simon/eigenlearning
codebase for "A Theory of the Inductive Bias and Generalization of Kernel Regression and Wide Neural Networks"
james-simon/reverse-engineering
Example notebooks for Reverse Engineering the Neural Tangent Kernel
james-simon/dnn_mode_connectivity
source code for neural network mode connectivity project looking for a percolation transition; effectively forked from https://github.com/timgaripov/dnn-mode-connectivity
james-simon/james-simon.github.io
james-simon/bairblog.github.io
james-simon/BIG-bench
Beyond the Imitation Game collaborative benchmark for enormous language models
james-simon/cell-fight
a cellular combat simulator. if you've ever wanted to fight an amoeba, this is your chance
james-simon/circuit-superposition
tests of an alternate neural net formulation that does a computation equivalent to an exponential number of binary logic circuits in parallel
james-simon/deweese-lab.github.io
james-simon/lattice-math
figure gen for blogpost
james-simon/mup
maximal update parametrization (µP)
james-simon/qubit-control
code base for simulations and plot generation for https://arxiv.org/abs/2001.10029
james-simon/sailbot
SailBOT autonomous navigational code written in Python.
james-simon/varnets
variant networks using nonlinear mixing operations. this is just a workspace for a paper in progress
james-simon/wordLadderFinder
Finds groups of words in a dictionary that can be connected by word ladders