Alternatives and similar repositories for OpenCastKit

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

• OpenEarthLab / FengWu
  ☆132Updated 6 months ago
• HaxyMoly / Pangu-Weather-ReadyToGo
  盘古天气大模型全流程演示（ 输入数据准备、预测及结果可视化）Unofficial demonstration of Huawei's Pangu Weather Model. Implementing the entire process of data preparati…
  ☆185Updated last year
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆127Updated last year
• thuml / Corrformer
  About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …
  ☆180Updated 6 months ago
• openclimatefix / skillful_nowcasting
  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
  ☆252Updated last week
• ecmwf-lab / ai-models-panguweather
  ☆104Updated 9 months ago
• NVlabs / FourCastNet
  Initial public release of code, data, and model weights for FourCastNet
  ☆594Updated last year
• openclimatefix / metnet
  PyTorch Implementation of Google Research's MetNet and MetNet-2
  ☆271Updated last week
• amazon-science / earth-forecasting-transformer
  Official implementation of Earthformer
  ☆407Updated 2 years ago
• tyui592 / awesome-precipitation-nowcasting
  A list of Precipitation Nowcasting papers and related resources.
  ☆161Updated 7 months ago
• 198808xc / Pangu-Weather
  An official implementation of Pangu-Weather
  ☆1,230Updated last year
• rudolfmard / Pangu-Weather-mini
  ☆21Updated last year
• jaychempan / Awesome-LWMs
  🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆275Updated 3 weeks ago
• OpenEarthLab / AI-for-Earth-Paper-List
  ☆23Updated last year
• Clarmy / pangu-weather-verify
  Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations
  ☆72Updated last year
• tpys / ai-models-fuxi
  ☆49Updated last year
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆155Updated 3 weeks ago
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆39Updated last year
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆75Updated 3 months ago
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆131Updated 2 years ago
• openclimatefix / graph_weather
  Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …
  ☆246Updated this week
• ecmwf-lab / ai-models
  ☆503Updated 4 months ago
• pangeo-data / WeatherBench
  A benchmark dataset for data-driven weather forecasting
  ☆768Updated last year
• jeonghwan723 / DL_ENSO
  CNN for climate forecast
  ☆90Updated last year
• zhaoshan2 / pangu-pytorch
  Weather forecast at 24-hour horizon
  ☆23Updated 8 months ago
• yyyujintang / PostRainBench
  Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench
  ☆27Updated last year
• kyegomez / metnet3
  An implementation of "metnet3" in Pytorch
  ☆39Updated 3 months ago
• OpenEarthLab / FengWu-4DVar
  Integrating Large Weather Models with Data Assimilation
  ☆18Updated last year
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆125Updated 9 months ago
• XiongWeiTHU / Awesome-AI-for-Atmosphere-and-Ocean
  Awesome paper about AI for atmosphere science and oceanography
  ☆32Updated last year