Charl-AI
CS PhD student | Deep Learning for Medical Imaging at Imperial College London
Imperial College LondonLondon
Pinned Repositories
subgroup-separability
[MICCAI 2023] "The Role of Subgroup Separability in Group-Fair Medical Image Classification"
bmon
CLI tool for monitoring system metrics and diagnosing bottlenecks in GPU-accelerated training
Deep-Learning-Devcontainers
Example devcontainer for deep learning projects.
dotfiles
Just another dotfiles repo. It ain't much but it's mine.
Genetic-Hyperparameter-Optimisation
Personal project using a genetic algorithm to optimise hyperparameters for a simple neural network task
lazyslurm
monitoring tool for slurm clusters
MNIST-in-every-framework
I hire not the researcher who has trained 10000 models once, I hire the researcher who has trained 1 model 10000 times - Bruce Lee, probably
nlp-pkm
open source models + personal notes = ???
Solstice
Library for scaling deep learning experiments in JAX
stochastic-caching
A tiny library for stochastic dataset caching in PyTorch.
Charl-AI's Repositories
Charl-AI/stochastic-caching
A tiny library for stochastic dataset caching in PyTorch.
Charl-AI/Solstice
Library for scaling deep learning experiments in JAX
Charl-AI/Deep-Learning-Devcontainers
Example devcontainer for deep learning projects.
Charl-AI/lazyslurm
monitoring tool for slurm clusters
Charl-AI/bmon
CLI tool for monitoring system metrics and diagnosing bottlenecks in GPU-accelerated training
Charl-AI/dotfiles
Just another dotfiles repo. It ain't much but it's mine.
Charl-AI/Genetic-Hyperparameter-Optimisation
Personal project using a genetic algorithm to optimise hyperparameters for a simple neural network task
Charl-AI/MNIST-in-every-framework
I hire not the researcher who has trained 10000 models once, I hire the researcher who has trained 1 model 10000 times - Bruce Lee, probably
Charl-AI/nlp-pkm
open source models + personal notes = ???
Charl-AI/aoc
Advent of code challenges
Charl-AI/ATLAS-Prosthesis
University project developing a novel low-cost prosthetic hand
Charl-AI/Bomb-Disposal-Robot
University project developing an autonomous robot in C
Charl-AI/Charl-AI.github.io
Personal site built with pandoc and bash
Charl-AI/lightning-template
Template for machine learning projects using pytorch lightning (my flavour of the official lightning template).
Charl-AI/Remote-Electronics-Lab
Summer work developing a simple way to use an Arduino in education