Alternatives and similar repositories for torchqg

Users that are interested in torchqg are comparing it to the libraries listed below

• m2lines / pyqg_parameterization_benchmarks
  Public-facing git repository for JAMES submission, "Benchmarking of machine learning ocean parameterizations in an idealized model"
  ☆11Updated 2 years ago
• ecosme38 / Data-Assimilation-Notebooks
  ☆57Updated last year
• jswhit / sqgturb
  Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model
  ☆32Updated 2 months ago
• louity / qgm_pytorch
  PyTorch implemetation of multi-layer quasi-geostrophic model on rectangular domain with solid boundaries.
  ☆11Updated 3 years ago
• TomBolton / DeepEddy
  Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…
  ☆48Updated 6 years ago
• Shady-Ahmed / PyDA
  PyDA: A hands-on introduction to dynamical data assimilation with Python
  ☆67Updated 4 years ago
• pyqg / pyqg
  Quasigeostrophic model in python
  ☆142Updated this week
• Climdyn / qgs
  A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.
  ☆39Updated last month
• google-research / swirl-jatmos
  Jatmos is a scalable simulator for atmospheric dynamics, written in JAX.
  ☆14Updated 3 weeks ago
• jeremygibbs / pyBurgers
  One-dimensional DNS and LES of Burgers turbulence written in Python
  ☆28Updated last year
• acse-jm122 / torchda
  Use Deep Learning in Data Assimilation
  ☆44Updated 4 months ago
• ai2cm / fv3net
  explore the FV3 data for parameterization
  ☆17Updated 4 months ago
• milankl / swm
  Shallow water equations solver with finite differences written in Python. Arakawa C-grid, Arakawa and Lamb advection scheme, Shchepetkin …
  ☆48Updated 2 years ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆16Updated 2 years ago
• thiery-lab / data-assimilation
  Python code for data assimilation methods
  ☆47Updated 2 years ago
• ocean-next / eNATL60
  This repository describes eNATL60 simulations performed by Ocean Next and the MEOM group @ IGE in 2019.
  ☆27Updated 2 years ago
• ptandeo / AnDA
  ¡AnDA! is a Python library for the Analog Data Assimilation.
  ☆28Updated 3 years ago
• ocean-data-challenges / 2020a_SSH_mapping_NATL60
  A challenge on the mapping of satellite altimeter sea surface height data organised by MEOM@IGE, Ocean-Next and CLS.
  ☆37Updated last year
• brajard / GMD-code
  ☆12Updated 2 years ago
• ashesh6810 / machine_learning_for_climate
  A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns
  ☆12Updated 6 years ago
• ACCESS-Community-Hub / PyEarthTools
  PyEarthTools: Reproducible machine learning for Earth system science
  ☆18Updated this week
• jswhit / L96
  EnKF for Lorenz 96 model
  ☆20Updated last year
• CNES / aviso-lagrangian
  Finite Size Lyapunov Exponent (FSLE) is a local lagrangian diagnostics that is widely used for the study of transport and mixing processe…
  ☆22Updated 2 years ago
• miniufo / xinvert
  Invert geophysical fluid dynamic problems (elliptic partial differential equations) using SOR iteration method.
  ☆47Updated last month
• NCAR / miles-credit
  MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.
  ☆28Updated this week
• googleinterns / invobs-data-assimilation
  ☆35Updated 3 years ago
• MGYBY / ocean_modelling_for_beginners
  ☆14Updated last year
• adekunleoajayi / powerspec
  A python package for estimating wavenumber spectral density, flux, and coherence of two-dimensional oceanic fields.
  ☆18Updated 4 years ago
• ecmwf / infero
  A lower-level API for Machine Learning inference in operations
  ☆37Updated last month
• wy2136 / GillModel
  A numerical model of atmospheric general circulation on the tropical beta-plane based on the Gill 1980 paper.
  ☆16Updated 3 years ago