zach-gousseau

GraphSIFNET

microdyn-alerts

Quadtree-MPNNLSTM

Next-frame video prediction using quadtree decomposition and message-passing graph neural network with long-short term memory (MPNNLSTM).

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

sifnet-implementation

sifnet_public

Code to accompany the paper "Probabilistic Gridded Seasonal Sea Ice Presence Forecasting using Sequence to Sequence Learning"

graph_weather

PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)

syde770-project

syde675-project

Term project for SYDE 675: Sea Ice Extent Forecasting using Convolutional LSTMs

sea-ice-prediction

ug_thesis