Alternatives and similar repositories for earth-forecasting-transformer

Users that are interested in earth-forecasting-transformer are comparing it to the libraries listed below

• openclimatefix / metnet
  PyTorch Implementation of Google Research's MetNet and MetNet-2
  ☆271Updated last week
• openclimatefix / skillful_nowcasting
  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
  ☆252Updated last week
• tyui592 / awesome-precipitation-nowcasting
  A list of Precipitation Nowcasting papers and related resources.
  ☆159Updated 7 months ago
• shengchaochen82 / Awesome-Foundation-Models-for-Weather-and-Climate
  A comprehesive survey about foundation models for weather and cliamte data understanding.
  ☆244Updated 5 months 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
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆131Updated 2 years ago
• jaychempan / Awesome-LWMs
  🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆275Updated 3 weeks ago
• OpenEarthLab / FengWu
  ☆132Updated 6 months ago
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆171Updated 3 weeks ago
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆125Updated 9 months ago
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆126Updated last year
• pangeo-data / WeatherBench
  A benchmark dataset for data-driven weather forecasting
  ☆768Updated last year
• taohan10200 / WEATHER-5K
  Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark
  ☆73Updated 9 months ago
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆155Updated 3 weeks ago
• hydrogo / rainnet
  RainNet: a convolutional neural network for radar-based precipitation nowcasting
  ☆134Updated 4 years ago
• thuml / Corrformer
  About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …
  ☆179Updated 6 months ago
• google-research / weatherbench2
  A benchmark for the next generation of data-driven global weather models.
  ☆542Updated this week
• DeminYu98 / DiffCast
  [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
  ☆89Updated 6 months 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
• ecmwf-lab / ai-models-panguweather
  ☆104Updated 9 months ago
• OpenEarthLab / AI-for-Earth-Paper-List
  ☆23Updated last year
• OpenEarthLab / CasCast
  ☆43Updated 8 months 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"
  ☆84Updated 4 years ago
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆44Updated 3 weeks ago
• ecmwf-lab / ai-models
  ☆502Updated 4 months ago
• aditya-grover / climate-learn
  Source code for ClimateLearn
  ☆335Updated last year
• AILAB-CEFET-RJ / stconvs2s
  Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…
  ☆68Updated 4 years ago
• tung-nd / stormer
  ☆62Updated 4 months ago
• hyungting / DGMR-pytorch
  An implementation of Deep Generative Model of Radars from DeepMind in PyTorch
  ☆43Updated 2 years ago