Alternatives and similar repositories for digital-typhoon

Users that are interested in digital-typhoon are comparing it to the libraries listed below

• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆38Updated 6 months ago
• earthnet2021 / earthnet-models-pytorch
  EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.
  ☆35Updated 2 weeks ago
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆15Updated 2 weeks ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆89Updated 8 months ago
• Ruohan-Li / SolarCube
  ☆29Updated last year
• raspstephan / nwp-downscale
  ☆40Updated 4 years ago
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆40Updated last year
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated 2 years ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆29Updated 2 years ago
• FREVA-CLINT / climatereconstructionAI
  Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…
  ☆89Updated last week
• Gufrannn / W-MAE
  ☆30Updated last year
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆37Updated 3 years ago
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆72Updated last year
• ECMWFCode4Earth / DeepR
  DeepR: Deep Reanalysis
  ☆27Updated 2 years 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".
  ☆45Updated last month
• opengeos / earthformer
  A Python package for Earth forecasting transformer
  ☆88Updated last year
• DAMO-DI-ML / WeatherODE
  The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…
  ☆15Updated last year
• NERSC / swin_v2_weather
  This repository contains the SwinV2_Weather model, developed for the "Analyzing and Exploring Training Recipes for Large-Scale Transforme…
  ☆17Updated last year
• ZiluM / Deep-learning-for-multi-year-ENSO-Reproduction
  Deep learning for multi-year ENSO forecasts Reproduction
  ☆55Updated last year
• p-hss / consistency-climate-downscaling
  ☆32Updated last month
• google-research-datasets / global_streamflow_model_paper
  ☆63Updated 9 months ago
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆33Updated 4 years ago
• caglarkucuk / earthformer-satellite-to-radar
  ☆18Updated last year
• agruca-polsl / weather4cast-2023
  Starter Kit for the NeurIPS 2023 Weather4cast competition
  ☆21Updated last year
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆101Updated 8 months ago
• leap-stc / ChaosBench
  ☆42Updated 7 months ago
• Orion-AI-Lab / televit
  Teleconnection-driven vision transformers for improved long-term forecasting
  ☆32Updated last year
• gcouairon / ArchesWeather
  ☆47Updated 9 months ago
• henryaddison / mlde
  Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…
  ☆18Updated last week
• ljharris23 / public-downscaling-cgan
  Clean, easier to use version of the downscaling cGAN
  ☆24Updated last year