Alternatives and similar repositories for SLAMS

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

• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆100Updated 6 months ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆87Updated 6 months ago
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆70Updated 2 weeks ago
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆66Updated last year
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆33Updated 4 years ago
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆30Updated 4 months ago
• p-hss / consistency-climate-downscaling
  ☆32Updated 3 months ago
• INRIA / geoarches
  A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…
  ☆45Updated this week
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• StevePny / DataAssimBench
  Benchmarking tools for applying AI/ML to data assimilation
  ☆23Updated 2 months ago
• gcouairon / ArchesWeather
  ☆46Updated 7 months ago
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆26Updated last year
• ai2cm / ace
  Ai2 Climate Emulator
  ☆116Updated 2 weeks ago
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆14Updated 2 weeks ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆30Updated 2 years ago
• brightbandtech / nnja-ai
  Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis
  ☆60Updated 3 weeks ago
• OpheliaMiralles / wind-downscaling-gan
  ☆34Updated 2 years ago
• henryaddison / mlde
  Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…
  ☆18Updated 3 weeks ago
• Earth-Intelligence-Lab / LocalizedWeather
  This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".
  ☆42Updated this week
• clessig / atmorep
  AtmoRep model code
  ☆46Updated 5 months ago
• cbuelt / dduq
  Uncertainty quantification for data-driven weather models.
  ☆14Updated 4 months ago
• ecmwf / anemoi-inference
  ☆30Updated this week
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated last year
• ECMWFCode4Earth / DeepR
  DeepR: Deep Reanalysis
  ☆26Updated last year
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆72Updated 4 years ago
• carlos-gg / dl4ds
  Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…
  ☆93Updated last year
• leap-stc / ChaosBench
  ☆42Updated 5 months ago
• ljharris23 / public-downscaling-cgan
  Clean, easier to use version of the downscaling cGAN
  ☆23Updated last year
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆174Updated 2 months ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆17Updated 2 years ago