William-gregory
Postdoc at NOAA GFDL (Princeton University). Interested in machine learning and sea ice
Princeton, NJ
Pinned Repositories
CMIP6
Download CMIP6 model data and perform network analysis
ComplexNetworks
A python library for creating complex networks of geospatial time series data - here examples from HadISST sea surface temperature data
DA-ML
Deep Learning of model error from data assimilation increments
ML-fundamentals
Educational tools for getting to grips with statistics and ML
MOM6-examples
Example configurations for MOM6 and SIS2
OptimalInterpolation
Combining ESA's CryoSat-2 and Sentinel-3 satellite altimeters to produce daily pan-Arctic radar freeboard estimates
PCA
Principal Component Analysis, including EOF Analysis (EOFA), Singular Spectrum Analysis (SSA), and Nonlinear Laplacian Spectral Analysis (NLSA)
SeaIceConcentrationForecasting
Preliminary results of producing spatial forecasts of sea ice concentration using multi-task GPs
SeaIceExtentForecasting
Forecasting Regional September SIE with Complex Networks and Gaussian Process Regression
SIS2
NOAA-GFDL's Sea Ice Simulator version 2
William-gregory's Repositories
William-gregory/ComplexNetworks
A python library for creating complex networks of geospatial time series data - here examples from HadISST sea surface temperature data
William-gregory/OptimalInterpolation
Combining ESA's CryoSat-2 and Sentinel-3 satellite altimeters to produce daily pan-Arctic radar freeboard estimates
William-gregory/PCA
Principal Component Analysis, including EOF Analysis (EOFA), Singular Spectrum Analysis (SSA), and Nonlinear Laplacian Spectral Analysis (NLSA)
William-gregory/SeaIceExtentForecasting
Forecasting Regional September SIE with Complex Networks and Gaussian Process Regression
William-gregory/CMIP6
Download CMIP6 model data and perform network analysis
William-gregory/ML-fundamentals
Educational tools for getting to grips with statistics and ML
William-gregory/DA-ML
Deep Learning of model error from data assimilation increments
William-gregory/SeaIceConcentrationForecasting
Preliminary results of producing spatial forecasts of sea ice concentration using multi-task GPs
William-gregory/Icepack
Development repository for sea-ice column physics
William-gregory/MOM6-examples
Example configurations for MOM6 and SIS2
William-gregory/SIS2
NOAA-GFDL's Sea Ice Simulator version 2
William-gregory/climate-course-content
William-gregory/FMS
GFDL's Flexible Modeling System
William-gregory/FTorch
A library for directly calling PyTorch ML models from Fortran.
William-gregory/FTorch-workshop
Materials for a workshop showing how to use the FTorch library to couple PyTorch and Fortran
William-gregory/GPSat
Python package to interpolate nonstationary geospatial fields from observation data using local Gaussian process models
William-gregory/ICCS-OpenMP
ICCS Summer School OpenMP slides
William-gregory/intermediate-git-iccs-summer-school-2024
William-gregory/Laplace
Laplace approximations for Deep Learning.
William-gregory/moap-bml-workshop
Accompanying tutorials for my talk "Kriging in the age of machine learning", presented at the UCL-MOAP workshop on "Bayesian Machine Learning for Weather and Climate".
William-gregory/MOM6
Modular Ocean Model
William-gregory/staged-recipes
A place to submit pangeo-forge recipes before they become fully fledged pangeo-forge feedstocks
William-gregory/ThesisImages
Python code used to generate figures for PhD thesis
William-gregory/William-gregory.github.io