tropical_cyclone_uq

rogue-wave-discovery

Code for the paper "Machine-Guided Discovery of a Real-World Rogue Wave Model" (Häfner et al., 2023)

ngcm-tutorial

Materials for the IPython/Jupyter workshop at the NGCM Summer Academy, at Southampton University,...

seq2seq-time

Bechmarking seq2seq models on a range of multivariate regression datasets

qd_science

Quasidynamic earthquake cycle models.

lexical

Paper: Lexicon Learning for Few-Shot Neural Sequence Modeling

Quarks2CosmosDataChallenge

Material for the CMU Quarks2Cosmos Conference Data Challenges

notebooks

Jupyter notebooks for research and teaching

learning-to-route

Code for ICML2019 paper: Learning to Route in Similarity Graphs

usattenuation

Intrinsic attenuation, scattering attenuation and site amplification for the contiguous U.S.

DAPS

Implementations of methods proposed in the paper "Conformal Prediction Sets for Graph Neural Netw...

xview2

Code for xView2 challenge (https://xview2.org/) submission. 2nd place submission in Track 3: "Eva...

Solar-Irradiance-Prediction

IFT6759 - Project 1 - Solar Irradiance Prediction

clusterability_in_neural_networks

hurdat2

Process files and docs for the standardization of NOAA HURDAT2 database.

lora_cl_analysis

Code for the paper "An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Lo...