zach-gousseau
MASc student @ UWaterloo. Research in Arctic sea ice forecasting using deep neural networks.
University of Waterloo
Pinned Repositories
graph_weather
PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)
GraphSIFNET
microdyn-alerts
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Quadtree-MPNNLSTM
Next-frame video prediction using quadtree decomposition and message-passing graph neural network with long-short term memory (MPNNLSTM).
sea-ice-prediction
sifnet-implementation
sifnet_public
Code to accompany the paper "Probabilistic Gridded Seasonal Sea Ice Presence Forecasting using Sequence to Sequence Learning"
syde675-project
Term project for SYDE 675: Sea Ice Extent Forecasting using Convolutional LSTMs
syde770-project
zach-gousseau's Repositories
zach-gousseau/sifnet_public
Code to accompany the paper "Probabilistic Gridded Seasonal Sea Ice Presence Forecasting using Sequence to Sequence Learning"
zach-gousseau/Quadtree-MPNNLSTM
Next-frame video prediction using quadtree decomposition and message-passing graph neural network with long-short term memory (MPNNLSTM).
zach-gousseau/sea-ice-prediction
zach-gousseau/syde675-project
Term project for SYDE 675: Sea Ice Extent Forecasting using Convolutional LSTMs
zach-gousseau/syde770-project
zach-gousseau/graph_weather
PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)
zach-gousseau/GraphSIFNET
zach-gousseau/microdyn-alerts
zach-gousseau/pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
zach-gousseau/sifnet-implementation
zach-gousseau/ug_thesis