wwtung

wwtung's Stars

• openclimatefix/graph_weather

  PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)

  Language:Python18445

• rishabh135/FourCastNet_gil

  Mechanistic Interpretability for Weather Modeing using Vision Transformers

  Language:Jupyter Notebook3

• Rdatatable/data.table

  R's data.table package extends data.frame:

  Language:R3.6k970

• maziarraissi/PINNs

  Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

  Language:Python3.6k1.2k

• LLNL/magpie

  Magpie contains a number of scripts for running Big Data software in HPC environments, including Hadoop and Spark. There is support for Lustre, Slurm, Moab, Torque. LSF, Flux, and more.

  Language:Shell19053

• NVIDIA/earth2mip

  Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI models for weather and climate.

  Language:Python18140

• NVIDIA/modulus-makani

  Massively parallel training of machine-learning based weather and climate models

  Language:Python21833

• steveazzolin/gdl_tutorial_turinginst

  Material for the hands-on tutorial on Graph Deep Learning held at the Alan Turing Institute

  Language:Jupyter Notebook527

• rishabh135/FourCastNet

  Initial public release of code, data, and model weights for FourCastNet

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• NVlabs/FourCastNet

  Initial public release of code, data, and model weights for FourCastNet

  Language:Python511127

• rmcelreath/stat_rethinking_2023

  Statistical Rethinking Course for Jan-Mar 2023

  Language:R2.2k247

• mlverse/torch

  R Interface to Torch

  Language:C++48964

• macmillancontentscience/torchtransformers

  Language:R275

• NASA-Openscapes/2021-Cloud-Hackathon

  2021 NASA Cloud Hackathon co-hosted by PODAAC, NSIDC and LPDAAC, with support provided by ASDC, GESDISC, IMPACT and NASA Openscapes.

  Language:Jupyter Notebook3382

• jthomasmock/quarto-reporting

  Example content for Reporting and Presentation webinar

  Language:HTML2713