Alternatives and similar repositories for awesome-precipitation-nowcasting

Users that are interested in awesome-precipitation-nowcasting are comparing it to the libraries listed below

• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆133Updated 2 years ago
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆149Updated last year
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆86Updated 6 months ago
• DeminYu98 / DiffCast
  [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
  ☆104Updated last month
• openclimatefix / skillful_nowcasting
  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
  ☆271Updated last week
• OpenEarthLab / CasCast
  ☆46Updated last year
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆136Updated 2 weeks ago
• jaychempan / Awesome-LWMs
  A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆314Updated 4 months ago
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆43Updated last year
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆45Updated 4 months ago
• shengchaochen82 / Awesome-Foundation-Models-for-Weather-and-Climate
  A comprehesive survey about foundation models for weather and cliamte data understanding.
  ☆261Updated 8 months ago
• hydrogo / rainnet
  RainNet: a convolutional neural network for radar-based precipitation nowcasting
  ☆140Updated 4 years ago
• 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
• XiongWeiTHU / Awesome-AI-for-Atmosphere-and-Ocean
  Awesome paper about AI for atmosphere science and oceanography
  ☆33Updated 2 years ago
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆196Updated 3 months ago
• amazon-science / earth-forecasting-transformer
  Official implementation of Earthformer
  ☆420Updated 2 years ago
• MIT-AI-Accelerator / neurips-2020-sevir
  Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"
  ☆87Updated 5 years ago
• ecmwf-lab / ai-models-panguweather
  ☆110Updated last year
• hyungting / DGMR-pytorch
  An implementation of Deep Generative Model of Radars from DeepMind in PyTorch
  ☆45Updated 2 years ago
• osilab-kaist / KoMet-Benchmark-Dataset
  ☆27Updated 3 years ago
• MPBA / TAASRAD19
  Code release to showcase potential usages of TAASRAD19 Dataset
  ☆47Updated 4 years ago
• OpenEarthLab / FengWu
  ☆143Updated 9 months ago
• openclimatefix / metnet
  PyTorch Implementation of Google Research's MetNet and MetNet-2
  ☆280Updated this week
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆32Updated last year
• tpys / ai-models-fuxi
  ☆51Updated last year
• jmj2316 / KARINA
  Initial public release of code for KARINA
  ☆12Updated last year
• raspstephan / nwp-downscale
  ☆40Updated 4 years ago
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆73Updated 4 years ago
• hydrogo / rainymotion
  Python library for radar-based precipitation nowcasting based on optical flow techniques
  ☆191Updated 6 years ago