Alternatives and similar repositories for skillful_nowcasting

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

• openclimatefix / metnet
  PyTorch Implementation of Google Research's MetNet and MetNet-2
  ☆271Updated last week
• tyui592 / awesome-precipitation-nowcasting
  A list of Precipitation Nowcasting papers and related resources.
  ☆159Updated 7 months ago
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆126Updated last year
• amazon-science / earth-forecasting-transformer
  Official implementation of Earthformer
  ☆407Updated 2 years ago
• ecmwf-lab / ai-models-panguweather
  ☆104Updated 9 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
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆75Updated 3 months ago
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆171Updated 3 weeks ago
• hydrogo / rainnet
  RainNet: a convolutional neural network for radar-based precipitation nowcasting
  ☆134Updated 4 years ago
• kyegomez / metnet3
  An implementation of "metnet3" in Pytorch
  ☆39Updated 3 months 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
• hyungting / DGMR-pytorch
  An implementation of Deep Generative Model of Radars from DeepMind in PyTorch
  ☆43Updated 2 years ago
• ecmwf-lab / ai-models
  ☆502Updated 4 months ago
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆155Updated 3 weeks 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
• NVIDIA / earth2mip
  Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…
  ☆236Updated 7 months ago
• google-research / weatherbench2
  A benchmark for the next generation of data-driven global weather models.
  ☆542Updated this week
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆39Updated last year
• tpys / ai-models-fuxi
  ☆49Updated last year
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆44Updated 3 weeks ago
• davitpapikyan / Probabilistic-Downscaling-of-Climate-Variables
  Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models
  ☆25Updated 3 years 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
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆93Updated 2 years ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆32Updated 3 years ago
• hydrogo / rainymotion
  Python library for radar-based precipitation nowcasting based on optical flow techniques
  ☆191Updated 5 years ago
• MPBA / TAASRAD19
  Code release to showcase potential usages of TAASRAD19 Dataset
  ☆44Updated 3 years ago
• lucidrains / metnet3-pytorch
  Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch
  ☆218Updated last year
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆31Updated 4 years ago