Alternatives and similar repositories for mlmicrophysics:

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

• NCAR / ai4ess-hackathon-2020-notebooks
  ☆14Updated 4 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
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆15Updated 2 years ago
• skaderli / WaveBreaking
  Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.
  ☆29Updated last month
• miniufo / xinvert
  Invert geophysical fluid dynamic problems (elliptic partial differential equations) using SOR iteration method.
  ☆46Updated 9 months ago
• Climdyn / qgs
  A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.
  ☆38Updated 3 months ago
• zhonghua-zheng / pyEOF
  pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python
  ☆43Updated 3 years ago
• ajdawson / barotropic
  A simple atmospheric model
  ☆18Updated 8 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
• 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
• NCAR / GARD
  Generalized Analog Regression Downscaling (GARD) code
  ☆31Updated 9 months ago
• coecms / era5
  Python code to manage ERA5 downloads at NCI
  ☆31Updated 3 years ago
• zarzycki / betacast
  Wrapper shell scripts for running CESM in either real-time forecast or retrospective hindcast initialized mode.
  ☆15Updated this week
• bradyrx / esmtools
  a toolbox for Earth System Model analysis
  ☆28Updated 3 years ago
• eabarnes1010 / course_ml_ats
  machine learning for the atmospheric sciences - a CSU course
  ☆30Updated last year
• josuemtzmo / EKE_SST_trends
  A repository with Jupyter notebooks that reproduce the analyses and figures included in the manuscript "Global changes in oceanic mesosca…
  ☆20Updated 3 years ago
• ptandeo / AnDA
  ¡AnDA! is a Python library for the Analog Data Assimilation.
  ☆28Updated 3 years ago
• milankl / swm
  Shallow water equations solver with finite differences written in Python. Arakawa C-grid, Arakawa and Lamb advection scheme, Shchepetkin …
  ☆46Updated last year
• jswhit / sqgturb
  Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model
  ☆30Updated 3 weeks ago
• jweyn / ensemble-net
  Tools for deep learning and ensemble forecasting
  ☆13Updated 6 years ago
• lkugler / RTTOV-WRF
  Simulate SEVIRI satellite channels from WRF output
  ☆17Updated 3 weeks ago
• fmaussion / climate_system
  Notes and practicals for my "Physics of the Climate System" lecture
  ☆27Updated 5 months ago
• thiery-lab / data-assimilation
  Python code for data assimilation methods
  ☆44Updated last year
• eWaterCycle / era5cli
  Command Line Interface to download ERA5 from Copernicus Climate Data Service
  ☆49Updated 2 months ago
• FESOM / pyfesom2
  FESOM2 tools https://pyfesom2.readthedocs.io
  ☆17Updated 4 months ago
• ai2cm / fv3gfs-wrapper
  Python wrapper for the FV3-based global climate model
  ☆28Updated 2 years ago
• NCAR / rda-apps-clients
  RDA apps clients. Subdirectories will be organized by language, e.g. python, perl, c++, bash
  ☆32Updated 11 months ago
• NCAR / goes16ci
  GOES-16 Convective Initiation Benchmark
  ☆17Updated 2 years ago
• djgagne / lorenz_gan
  Lorenz 96 model with GAN parameterization of unresolved scale (Y).
  ☆36Updated 4 years ago
• raspstephan / Lorenz-Online
  Experiments demonstrating coupled online learning for machine learning parameterizations
  ☆20Updated last year