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
  ☆259Updated this week
• tyui592 / awesome-precipitation-nowcasting
  A list of Precipitation Nowcasting papers and related resources.
  ☆148Updated 3 months ago
• openclimatefix / skillful_nowcasting
  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
  ☆237Updated this week
• OpenEarthLab / FengWu
  ☆119Updated 2 months ago
• jaychempan / Awesome-LWMs
  🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆231Updated 3 weeks ago
• openclimatefix / graph_weather
  PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.0…
  ☆227Updated this week
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆121Updated last year
• ecmwf-lab / ai-models-panguweather
  ☆99Updated 6 months ago
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆147Updated last month
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆118Updated 5 months ago
• thuml / Corrformer
  About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …
  ☆173Updated 2 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"
  ☆83Updated 4 years ago
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆109Updated last year
• ecmwf-lab / ai-models
  ☆456Updated 3 weeks ago
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆66Updated 10 months ago
• aditya-grover / climate-learn
  Source code for ClimateLearn
  ☆328Updated last year
• DeminYu98 / DiffCast
  [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
  ☆73Updated 3 months ago
• OpenEarthLab / CasCast
  ☆37Updated 4 months ago
• Clarmy / pangu-weather-verify
  Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations
  ☆70Updated last year
• pangeo-data / WeatherBench
  A benchmark dataset for data-driven weather forecasting
  ☆746Updated last year
• ZiluM / Deep-learning-for-multi-year-ENSO-Reproduction
  Deep learning for multi-year ENSO forecasts Reproduction
  ☆48Updated 7 months ago
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆112Updated last month
• AILAB-CEFET-RJ / stconvs2s
  Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…
  ☆66Updated 3 years ago
• luochuyao / IDA_LSTM
  The Radar Echo Extrapolation Model
  ☆32Updated 3 years ago
• hyungting / DGMR-pytorch
  An implementation of Deep Generative Model of Radars from DeepMind in PyTorch
  ☆42Updated 2 years ago
• HansBambel / SmaAt-UNet
  PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"
  ☆248Updated last week
• jerrywn121 / TianChi_AIEarth
  TianChi AIEarth Contest Solution
  ☆80Updated 3 years ago
• shengchaochen82 / Awesome-Foundation-Models-for-Weather-and-Climate
  A comprehesive survey about foundation models for weather and cliamte data understanding.
  ☆218Updated last month
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆29Updated 2 years ago
• FrontierDevelopmentLab / PyRain
  ☆41Updated 4 years ago