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
  ☆127Updated last year
• openclimatefix / skillful_nowcasting
  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
  ☆248Updated this week
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆122Updated last year
• DeminYu98 / DiffCast
  [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
  ☆82Updated 5 months ago
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆120Updated 8 months ago
• OpenEarthLab / CasCast
  ☆42Updated 7 months ago
• amazon-science / earth-forecasting-transformer
  Official implementation of Earthformer
  ☆400Updated last year
• hydrogo / rainnet
  RainNet: a convolutional neural network for radar-based precipitation nowcasting
  ☆131Updated 4 years ago
• openclimatefix / metnet
  PyTorch Implementation of Google Research's MetNet and MetNet-2
  ☆266Updated this week
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆42Updated 4 years ago
• ecmwf-lab / ai-models-panguweather
  ☆102Updated 8 months ago
• hydrogo / rainymotion
  Python library for radar-based precipitation nowcasting based on optical flow techniques
  ☆188Updated 5 years ago
• luochuyao / IDA_LSTM
  The Radar Echo Extrapolation Model
  ☆35Updated 3 years ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆32Updated 3 years ago
• bugsuse / meteoai
  The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.
  ☆159Updated 5 years ago
• hyungting / DGMR-pytorch
  An implementation of Deep Generative Model of Radars from DeepMind in PyTorch
  ☆43Updated 2 years ago
• jaychempan / Awesome-LWMs
  🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆257Updated 3 weeks ago
• OpenEarthLab / FengWu
  ☆129Updated 4 months ago
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆70Updated last month
• 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"
  ☆82Updated 4 years ago
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆38Updated last year
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆136Updated 2 weeks ago
• XiongWeiTHU / Awesome-AI-for-Atmosphere-and-Ocean
  Awesome paper about AI for atmosphere science and oceanography
  ☆32Updated last year
• bugsuse / radar_nowcasting
  A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)
  ☆51Updated 3 years ago
• TQRTQ / DGMR
  Skilful precipitation nowcasting using deep generative models of radar
  ☆35Updated 3 years ago
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆31Updated last year
• osilab-kaist / KoMet-Benchmark-Dataset
  ☆27Updated 2 years ago
• tpys / ai-models-fuxi
  ☆49Updated last year
• MPBA / TAASRAD19
  Code release to showcase potential usages of TAASRAD19 Dataset
  ☆45Updated 3 years ago
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆62Updated 11 months ago