Alternatives and similar repositories for DL-weather-dynamics:

Users that are interested in DL-weather-dynamics are comparing it to the libraries listed below

• georgemilosh / Climate-Learning
  How to predict extreme events in climate using rare event algorithms and modern tools of machine learning
  ☆20Updated last week
• ai2cm / ace
  Ai2 Climate Emulator
  ☆80Updated this week
• m2lines / L96_demo
  Lorenz 1996 two time-scale model for learning machine learning
  ☆48Updated last week
• Earth-Intelligence-Lab / LocalizedWeatherGNN
  This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".
  ☆36Updated 2 months ago
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆32Updated 8 months ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆80Updated last year
• duncanwp / ESEm
  Easy emulating of geophysical models including (but not limited to!) Earth System Models.
  ☆55Updated last year
• tobifinn / torch-assimilate
  Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.
  ☆12Updated 2 years ago
• acse-jm122 / torchda
  Use Deep Learning in Data Assimilation
  ☆33Updated last month
• microsoft / subseasonal_data
  Data access package for the SubseasonalClimateUSA dataset
  ☆29Updated 3 months ago
• ai4er-cdt / resources
  The default repo for wiki and issues relating to the AI4ER CDT
  ☆9Updated 4 years ago
• GRIPS-code / pyLBL
  Python line-by-line radiative transfer model
  ☆11Updated last year
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆49Updated 7 months ago
• IPL-UV / AIDE
  ☆16Updated 8 months ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆15Updated 2 years ago
• gcouairon / ArchesWeather
  ☆37Updated last month
• jejjohnson / xrpatcher
  A ML-oriented generic patcher for xarray data structures.
  ☆16Updated last year
• pangeo-data / mldata
  ML Datasets Catalog
  ☆57Updated last year
• leap-stc / ChaosBench
  ☆28Updated last month
• alan-turing-institute / deepsensor
  A Python package for tackling diverse environmental prediction tasks with NPs.
  ☆103Updated this week
• MeteoSwiss / ai-models-ensembles
  Generating Weather Model Ensembles Using ecmwf-lab/ai-models
  ☆13Updated 2 months ago
• Orion-AI-Lab / igarss24_DL4NH
  IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"
  ☆26Updated 7 months ago
• bgroenks96 / generative-downscaling
  Research and experiments for downscaling climate/weather data via generative learning
  ☆34Updated 2 years ago
• fmaussion / climate_system
  Notes and practicals for my "Physics of the Climate System" lecture
  ☆27Updated 6 months ago
• clessig / atmorep
  AtmoRep model code
  ☆46Updated 2 weeks ago
• INRIA / geoarches
  A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…
  ☆26Updated this week
• maikejulie / DNN4Cli
  Code for Sonnewald and Lguensat 2021
  ☆22Updated last year
• eabarnes1010 / course_ml_ats
  machine learning for the atmospheric sciences - a CSU course
  ☆30Updated last year
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated last year