Pinned Repositories
controlled_abstention_networks
Neural network loss functions for regression and classification tasks that can say "I don't know".
Decadal-SST-prediction
Code for Gordon and Barnes 2022
emily-gordy.github.io
hurricane_uqcomparisons
comparing different uncertainty quantification methods for neural network hurricane predictions
ml_tutorial_csu
material for the CSU-led machine learning tutorial for earth science research
NPac_MultiYear_SkillComponentAnalysis
PDO_prediction
Python code for PDO prediction experiment
Separating_EFIV_2020-2050
Code for "Separating Internal and Forced Contributions to Near Term SST Predictability in the CESM2-LE (the one with the coupled ANNs)
git-collaboration
A repository to demonstrate collaboration workflows
forcesmip
repository for code and methods associated with the ForceSMIP project
emily-gordy's Repositories
emily-gordy/Decadal-SST-prediction
Code for Gordon and Barnes 2022
emily-gordy/ml_tutorial_csu
material for the CSU-led machine learning tutorial for earth science research
emily-gordy/PDO_prediction
Python code for PDO prediction experiment
emily-gordy/Separating_EFIV_2020-2050
Code for "Separating Internal and Forced Contributions to Near Term SST Predictability in the CESM2-LE (the one with the coupled ANNs)
emily-gordy/controlled_abstention_networks
Neural network loss functions for regression and classification tasks that can say "I don't know".
emily-gordy/hurricane_uqcomparisons
comparing different uncertainty quantification methods for neural network hurricane predictions
emily-gordy/NPac_MultiYear_SkillComponentAnalysis