Tobias Finn's Projects
Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth System Models".
Paper about ensemble-based data assimilation of 2-metre-temperature observations for the soil moisture in TSMP with a LETKF
A Model Output (integrated) Statistics package based on apache-airflow.
Python Basic Cycling environment to couple data assimilation and numerical weather prediction models
pyExtremeLM is a python module, which implements the extreme learning machine, in the style of scikit-learn.
Python meteorological post-processing system
Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.
PyTorch-FEniCS interface