Luke Conibear's Projects
Lecture slides on Air Pollution and Human Health
App for air quality emulator
AMS2024 slides for operationalising ML weather products
Community Emissions Data System (CEDS)
A complete computer science study plan to become a software engineer.
An interactive plot visualising how a complete transition to clean household energy in India can save one-quarter of the healthy life lost to particulate matter pollution exposure in India.
Parallel computing with task scheduling
A distributed task scheduler for Dask
Short-term emulator (Gaussian Process Regressor) of WRF-Chem
Long-term emulator (Gaussian Process Regressor) of WRF-Chem
Guide to using machine learning emulators of numerical atmospheric models.
Easy emulating of geophysical models including (but not limited to!) Earth System Models.
Initial public release of code, data, and model weights for FourCastNet
Code for health impact assessments from air pollution exposure
Short course: Introduction to Machine Learning
A introduction to scientific computing with a focus for users at the University of Leeds
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
The most intuitive, flexible, way to build PyTorch models and lightning apps that glue together everything around the models, without the pain of infrastructure, cost management, scaling and everything else.
Personal website
Public repo for DeepLearning.AI MLEP Specialization
JupyterLab script to create merged MODIS product
NumPy aware dynamic Python compiler using LLVM
The fundamental package for scientific computing with Python.