tobifinn

Tobias Finn's repositories

ensemble_transformer

Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth System Models".

Language:Jupyter NotebookMIT13 1 6

torch-assimilate

Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.

Language:PythonGPL-3.09 1 1

pyextremelm

pyExtremeLM is a python module, which implements the extreme learning machine, in the style of scikit-learn.

Language:Python5 3 1

pymepps

Python meteorological post-processing system

Language:PythonGPL-3.04 3 3

moist_airflow

A Model Output (integrated) Statistics package based on apache-airflow.

Language:PythonGPL-3.03 10

letkf_t2m_h2osoi

Paper about ensemble-based data assimilation of 2-metre-temperature observations for the soil moisture in TSMP with a LETKF

Language:TeX2 1 8

py_bacy

Python Basic Cycling environment to couple data assimilation and numerical weather prediction models

Language:PythonMIT1 1 2

torch-fenics

PyTorch-FEniCS interface

Language:PythonGPL-3.0000