Charles Jones's starred repositories
phd_thesis
PhD Thesis
stochastic-caching
A tiny library for stochastic dataset caching in PyTorch.
algostability
Code for the Pre-print 'I don't need u'
snake-fury
a challenge for Haskell beginners
causal-gen
(ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models
subgroup-separability
[MICCAI 2023] "The Role of Subgroup Separability in Group-Fair Medical Image Classification"
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
design-patterns-for-humans
An ultra-simplified explanation to design patterns
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
kickstart.nvim
A launch point for your personal nvim configuration
autodidact
A pedagogical implementation of Autograd
the-art-of-command-line
Master the command line, in one page
CommonLoopUtils
CLU lets you write beautiful training loops in JAX.
mkdocstrings
:blue_book: Automatic documentation from sources, for MkDocs.