Alternatives and similar repositories for OpenCastKit:

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

• OpenEarthLab / FengWu
  ☆124Updated 3 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…
  ☆181Updated last year
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆120Updated last year
• thuml / Corrformer
  About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …
  ☆174Updated 3 months ago
• ecmwf-lab / ai-models-panguweather
  ☆100Updated 7 months ago
• jaychempan / Awesome-LWMs
  🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆244Updated 2 months ago
• NVlabs / FourCastNet
  Initial public release of code, data, and model weights for FourCastNet
  ☆573Updated last year
• openclimatefix / skillful_nowcasting
  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
  ☆246Updated this week
• openclimatefix / metnet
  PyTorch Implementation of Google Research's MetNet and MetNet-2
  ☆264Updated this week
• tyui592 / awesome-precipitation-nowcasting
  A list of Precipitation Nowcasting papers and related resources.
  ☆153Updated 4 months ago
• amazon-science / earth-forecasting-transformer
  Official implementation of Earthformer
  ☆392Updated last year
• ecmwf-lab / ai-models
  ☆472Updated 2 months ago
• Clarmy / pangu-weather-verify
  Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations
  ☆71Updated last year
• openclimatefix / graph_weather
  PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.0…
  ☆233Updated this week
• zhaoshan2 / pangu-pytorch
  Weather forecast at 24-hour horizon
  ☆21Updated 5 months ago
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆123Updated last year
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆69Updated last week
• rudolfmard / Pangu-Weather-mini
  ☆21Updated 10 months ago
• 198808xc / Pangu-Weather
  An official implementation of Pangu-Weather
  ☆1,186Updated last year
• tpys / ai-models-fuxi
  ☆49Updated 11 months ago
• NVIDIA / earth2mip
  Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…
  ☆225Updated 4 months ago
• google-research / weatherbench2
  A benchmark for the next generation of data-driven global weather models.
  ☆519Updated 2 weeks ago
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆118Updated 3 weeks ago
• shengchaochen82 / Awesome-Foundation-Models-for-Weather-and-Climate
  A comprehesive survey about foundation models for weather and cliamte data understanding.
  ☆223Updated 2 months ago
• OpenEarthLab / AI-for-Earth-Paper-List
  ☆22Updated 11 months ago
• lucidrains / metnet3-pytorch
  Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch
  ☆216Updated last year
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆120Updated 7 months ago
• DeminYu98 / DiffCast
  [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
  ☆80Updated 4 months ago
• nmcdev / meteva
  提供气象产品检验相关程序
  ☆185Updated last month
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆37Updated 11 months ago