Alternatives and similar repositories for weather4cast-2023:

Users that are interested in weather4cast-2023 are comparing it to the libraries listed below

• osilab-kaist / KoMet-Benchmark-Dataset
  ☆26Updated 2 years ago
• Gufrannn / W-MAE
  ☆31Updated last year
• leap-stc / ChaosBench
  ☆36Updated last month
• jihoonko / DeepRaNE
  ☆13Updated 3 years ago
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆21Updated 10 months ago
• nci / FourCastNeXt
  ☆16Updated last month
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆56Updated 9 months ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆30Updated 2 years ago
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆23Updated 3 weeks ago
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆37Updated 11 months ago
• henryaddison / mlde
  Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…
  ☆16Updated last week
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆37Updated 11 months ago
• p-hss / consistency-climate-downscaling
  ☆20Updated last month
• XiongWeiTHU / Awesome-AI-for-Atmosphere-and-Ocean
  Awesome paper about AI for atmosphere science and oceanography
  ☆31Updated last year
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆14Updated 3 weeks ago
• DongGeun-Yoon / DGDM
  [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model
  ☆34Updated 5 months ago
• davitpapikyan / Probabilistic-Downscaling-of-Climate-Variables
  Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models
  ☆25Updated 3 years ago
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆24Updated 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…
  ☆12Updated 6 months ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆31Updated 2 years ago
• earthnet2021 / earthnet-models-pytorch
  EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.
  ☆32Updated 6 months ago
• vitusbenson / greenearthnet
  Code for Benson et. al., CVPR (2024) - Multi-modal learning for geospatial vegetation forecasting
  ☆48Updated 10 months ago
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆31Updated last year
• Cmeo97 / NowcastingGPT
  Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper
  ☆12Updated 4 months ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆32Updated 3 years ago
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated last year
• seominseok0429 / W4C22-Simple-Baseline-for-Weather-Forecasting-Using-Spatiotemporal-Context-Aggregation-Network
  W4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))
  ☆22Updated last year
• clearlyzerolxd / TRDM
  ☆11Updated last year
• caglarkucuk / earthformer-satellite-to-radar
  ☆17Updated last year