Simon Driscoll's repositories
neuralgcm
Hybrid ML + physics model of the Earth's atmosphere
FTorch-workshop
Materials for a workshop showing how to use the FTorch library to couple PyTorch and Fortran
summer-school-scientific-vis
Materials for a workshop on scientific visualization with a focus on geoscience.
intermediate-git-iccs-summer-school-2024
For ICCS 2024. :)
technical-incerto-reading-club
This repository contains a website for the Technical Incerto Reading Club meetup group.
deepsensor
A Python package for tackling diverse environmental prediction tasks with NPs.
nextsimdg_ss23
neXtSIM_DG : next generation sea-ice model with DG. For the ICCS Summer School 23.
ss23-git
Repository for the GitHub talk in ICCS Summer School '23.
shap
A game theoretic approach to explain the output of any machine learning model.
fortran-tf-lib
Code and examples on directly calling Tensorflow / Pytorch / Keras ML models from Fortran.
dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
Icepack
Development repository for sea-ice column physics
teaching
scripts and notes for learning from dmnfarrell
neural-fortran
A parallel neural net microframework
SALib
Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.
4dvarnet-core
Core implementation of the 4DVarNet architecture
OSSE_BoB-4DVarNet
Directory containing all the interpolation codes used in the article: Data-driven Interpolation of sea Surface Suspended Sediment Concentrations derived from ocean colour remote sensing data
lightning-tensorboard-workshop
A tutorial session on pytorch lightning and tensorboard for better experimentation
DA-tutorials
Course on data assimilation (DA)
reddaml
Code of the paper Brajard et al. 2020 in Philosophical Transactions A (submitted)