Alternatives and similar repositories for machine_learning_for_climate

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

• 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
• hetland / data_assimilation
  OCNG/ATMO 677 Geophysical Data Assimilation
  ☆13Updated 8 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…
  ☆49Updated 6 years ago
• miniufo / xcontour
  diagnostic analyses and calculations in contour-based coordinates
  ☆18Updated 11 months ago
• NCAR / ai4ess-hackathon-2020-notebooks
  ☆14Updated 5 years ago
• wy2136 / GillModel
  A numerical model of atmospheric general circulation on the tropical beta-plane based on the Gill 1980 paper.
  ☆16Updated 3 years ago
• jswhit / sqgturb
  Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model
  ☆33Updated 4 months ago
• Ambrosys / climatelearn
  El nino forecast based on a few machine learning methods
  ☆24Updated 8 years 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
• eabarnes1010 / controlled_abstention_networks
  Neural network loss functions for regression and classification tasks that can say "I don't know".
  ☆13Updated 3 years ago
• nbren12 / uwnet
  Neural Networks based unified physics parameterization for atmospheric models
  ☆4Updated last year
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆17Updated 2 years ago
• obidam / pcm
  Profile Classification Modelling (PCM) is an ocean data analysis method based on un-supervised classification of vertical profiles
  ☆21Updated 6 years ago
• maikejulie / DNN4Cli
  Code for Sonnewald and Lguensat 2021
  ☆23Updated 2 years ago
• scotthosking / baspy
  Making it far easier to read in and work with large volumes of climate model output from CMIP5/6
  ☆21Updated 4 years ago
• eabarnes1010 / course_ml_ats
  machine learning for the atmospheric sciences - a CSU course
  ☆32Updated last year
• skaderli / WaveBreaking
  Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.
  ☆33Updated 8 months ago
• jkrasting / xwavelet
  xarray-based wavelet analysis
  ☆16Updated 2 years ago
• rafaelcabreu / attribution
  ☆18Updated 4 years ago
• miniufo / InternalWaveBreaking
  This is an idealized simulation of internal-wave breaking due to tide-topography interaction based on MITgcm.
  ☆12Updated 3 years ago
• mathewbarlow / simple-atmospheric-models
  code for simple models of the atmosphere and ocean
  ☆32Updated 3 years ago
• metno / metroms
  Coupled ROMS-CICE through MCT
  ☆13Updated 6 months ago
• miniufo / xinvert
  Invert geophysical fluid dynamic problems (elliptic partial differential equations) using SOR iteration method.
  ☆52Updated 4 months ago
• Xunius / py_helmholtz
  Compute streamfunction, velocity potential and helmholtz decomposition from non-global wind data
  ☆16Updated 5 years ago
• karenamckinnon / observational_large_ensemble
  Python code to create the Observational Large Ensemble.
  ☆11Updated 2 years ago
• bradyrx / esmtools
  a toolbox for Earth System Model analysis
  ☆29Updated 3 years ago
• ajdawson / barotropic
  A simple atmospheric model
  ☆20Updated 8 years ago
• CommonClimate / notebooks
  Jupyter notebooks for research and teaching
  ☆10Updated 3 years ago
• Yefee / xcesm
  python package for cesm output diagnosis
  ☆24Updated 6 years ago
• dante831 / QG-omega
  3D inversion code for quasi-geostrophic omega equation
  ☆14Updated 5 years ago