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    • TeX
      MIT License
      3001Updated Sep 4, 2024Sep 4, 2024
    • TeX
      MIT License
      1100Updated Jan 18, 2024Jan 18, 2024
    • Jupyter Notebook
      1000Updated Nov 30, 2023Nov 30, 2023
    • TeX
      MIT License
      1000Updated Aug 3, 2022Aug 3, 2022
    • L96_demo

      Public
      Lorenz 1996 two time-scale model for learning machine learning
      Jupyter Notebook
      20000Updated Jul 31, 2022Jul 31, 2022
    • Diffusion-based smoothers for coarse graining GCM data
      Jupyter Notebook
      BSD 3-Clause "New" or "Revised" License
      24120Updated Oct 28, 2021Oct 28, 2021
    • Python embedding with C/C++/Fortran
      Shell
      5000Updated Aug 16, 2021Aug 16, 2021
    • Deep Learning (with PyTorch)
      Jupyter Notebook
      Other
      2.2k000Updated Jul 16, 2021Jul 16, 2021
    • pyqg

      Public
      Quasigeostrophic model in python
      Jupyter Notebook
      MIT License
      85000Updated Jul 1, 2021Jul 1, 2021
    • The "Python Machine Learning (3rd edition)" book code repository
      Jupyter Notebook
      MIT License
      2k000Updated May 26, 2021May 26, 2021
    • pysindy

      Public
      A package for the sparse identification of nonlinear dynamical systems from data
      Python
      Other
      322000Updated Apr 2, 2021Apr 2, 2021
    • smarties

      Public
      Lightweight and scalable framework for Reinforcement Learning
      C++
      MIT License
      50000Updated Mar 1, 2021Mar 1, 2021
    • Shallow Water Equations on a square basin with stochastic deep learning parameterization of subgrid momentum forcing
      Python
      GNU General Public License v3.0
      0000Updated Feb 2, 2021Feb 2, 2021
    • Pytorch implementation of convolutional neural network visualization techniques
      Python
      MIT License
      1.5k000Updated Jan 13, 2021Jan 13, 2021
    • Uniform resolution solver for incompressible 3D NS eq. in velocity-pressure formulation with multiple non-divergence-free self-propelled obstacles.
      C++
      MIT License
      12000Updated Oct 23, 2020Oct 23, 2020
    • MARL_LES

      Public
      Repository for data and scripts of "Automating Turbulence Modeling by Multi-Agent Reinforcement Learning"
      Python
      MIT License
      21000Updated Oct 23, 2020Oct 23, 2020