lukeconibear Goto Github PK

ai4em_mooc

ai4ess-hackathon-2020

ai4ess-hackathon-2020-notebooks

air_pollution_human_health

Lecture slides on Air Pollution and Human Health

air_quality_emulator_app

App for air quality emulator

ams2024-ops-ml

AMS2024 slides for operationalising ML weather products

ceds

Community Emissions Data System (CEDS)

coding-interview-university

A complete computer science study plan to become a software engineer.

conibear_et-al_2020_erl_dash-app

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.

dask

Parallel computing with task scheduling

decaf

distributed

A distributed task scheduler for Dask

distributed_deep_learning

emulator

Short-term emulator (Gaussian Process Regressor) of WRF-Chem

emulator_annual

Long-term emulator (Gaussian Process Regressor) of WRF-Chem

emulator_training

Guide to using machine learning emulators of numerical atmospheric models.

esem

Easy emulating of geophysical models including (but not limited to!) Earth System Models.

fourcastnet

Initial public release of code, data, and model weights for FourCastNet

health_impact_assessment

Code for health impact assessments from air pollution exposure

intro_ml

Short course: Introduction to Machine Learning

introduction_to_scientific_computing

A introduction to scientific computing with a focus for users at the University of Leeds

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jeykll-site

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

lightning

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.

lukeconibear

lukeconibear.github.io

Personal website

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

modis

JupyterLab script to create merged MODIS product

numba

NumPy aware dynamic Python compiler using LLVM

numpy

The fundamental package for scientific computing with Python.