Recent Releases of neon-efi-challenge
neon-efi-challenge - Spring 2022 EFI phenology competition code
This release is associated with the spring 2022 EFI competition of gcc and rcc during the spring green up at 20 NEON sites. The PEG team submitted 2 fusion models, PEGFUSION0 and PEGFUSION1, which were ensembles of ElasticNet, RFR, XGBoost models for gcc and ElasticNet, RFR, XGBoost, KNN, and XGBoost for rcc. PEGFUSION0 uses the median of 35 weather forecasts, while PEGFUSION1 models 35 weather forecasts separately and takes the mean.
- Jupyter Notebook
Published by jessicaguo over 3 years ago
neon-efi-challenge - Fall 2021 EFI phenology competition code
This release is associated with the fall 2021 EFI competition of gcc and rcc during the fall brown down at 20 NEON sites. The PEG team submitted 1 fusion model, PEGFUSION0, which was an ensemble of ElasticNet, RFR, XGBoost models for gcc and ElasticNet, RFR, XGBoost, KNN, and XGBoost.
- Jupyter Notebook
Published by jessicaguo over 3 years ago
neon-efi-challenge - Spring 2021 EFI phenology competition code
This release is associated with the spring 2021 EFI competition of gcc during the spring green up at 8 NEON sites. The PEG team submitted 3 models, titled PEGRFR0, PEGRFR, and PEG_RFR2.
- Jupyter Notebook
Published by jessicaguo over 3 years ago