Alternatives and similar repositories for OpenCastKit

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

• OpenEarthLab / FengWu
  ☆155Updated 2 weeks ago
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆154Updated 2 years 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…
  ☆211Updated 2 years ago
• openclimatefix / metnet
  PyTorch Implementation of Google Research's MetNet and MetNet-2
  ☆287Updated last week
• ecmwf-lab / ai-models-panguweather
  ☆112Updated last year
• thuml / Corrformer
  About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …
  ☆190Updated 11 months ago
• 198808xc / Pangu-Weather
  An official implementation of Pangu-Weather
  ☆1,294Updated last year
• NVlabs / FourCastNet
  Initial public release of code, data, and model weights for FourCastNet
  ☆643Updated 2 years ago
• openclimatefix / skillful_nowcasting
  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
  ☆271Updated last week
• amazon-science / earth-forecasting-transformer
  Official implementation of Earthformer
  ☆432Updated 2 years ago
• jaychempan / Awesome-LWMs
  A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆326Updated 6 months ago
• tyui592 / awesome-precipitation-nowcasting
  A list of Precipitation Nowcasting papers and related resources.
  ☆177Updated last year
• tpys / ai-models-fuxi
  ☆51Updated last year
• rudolfmard / Pangu-Weather-mini
  ☆20Updated last year
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆224Updated 5 months ago
• zhaoshan2 / pangu-pytorch
  Weather forecast at 24-hour horizon
  ☆29Updated last year
• OpenEarthLab / AI-for-Earth-Paper-List
  ☆25Updated last year
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆90Updated 8 months ago
• ecmwf-lab / ai-models
  Run AI-based weather forecasting models with ECMWF data
  ☆542Updated 2 weeks ago
• Clarmy / pangu-weather-verify
  Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations
  ☆77Updated last year
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆139Updated 2 years ago
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆43Updated last year
• shengchaochen82 / Awesome-Foundation-Models-for-Weather-and-Climate
  A comprehesive survey about foundation models for weather and cliamte data understanding.
  ☆275Updated 10 months ago
• jeonghwan723 / DL_ENSO
  CNN for climate forecast
  ☆90Updated last year
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆145Updated 2 months ago
• openclimatefix / graph_weather
  Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …
  ☆277Updated last week
• taohan10200 / WEATHER-5K
  Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark
  ☆83Updated last year
• google-research / weatherbench2
  A benchmark for the next generation of data-driven global weather models.
  ☆585Updated last month
• Zayn-Tang / graphcast-torch
  ☆15Updated last year
• DeminYu98 / DiffCast
  [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
  ☆110Updated 3 months ago