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
  ☆260Updated this week
• tyui592 / awesome-precipitation-nowcasting
  A list of Precipitation Nowcasting papers and related resources.
  ☆152Updated 3 months ago
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆116Updated last year
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆122Updated last year
• ecmwf-lab / ai-models-panguweather
  ☆100Updated 6 months ago
• hyungting / DGMR-pytorch
  An implementation of Deep Generative Model of Radars from DeepMind in PyTorch
  ☆43Updated 2 years ago
• hydrogo / rainymotion
  Python library for radar-based precipitation nowcasting based on optical flow techniques
  ☆186Updated 5 years ago
• jaychempan / Awesome-LWMs
  🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆242Updated last month
• amazon-science / earth-forecasting-transformer
  Official implementation of Earthformer
  ☆388Updated 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…
  ☆231Updated this week
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆93Updated 2 years ago
• ecmwf-lab / ai-models
  ☆466Updated last month
• ecmwf-lab / ai-models-graphcast
  ☆80Updated 6 months ago
• tpys / ai-models-fuxi
  ☆49Updated 11 months ago
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆115Updated last week
• OpenEarthLab / FengWu
  ☆122Updated 3 months ago
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆149Updated last month
• TQRTQ / DGMR
  Skilful precipitation nowcasting using deep generative models of radar
  ☆35Updated 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"
  ☆83Updated 4 years ago
• kyegomez / metnet3
  An implementation of "metnet3" in Pytorch
  ☆39Updated this week
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆68Updated 11 months ago
• hydrogo / rainnet
  RainNet: a convolutional neural network for radar-based precipitation nowcasting
  ☆129Updated 3 years ago
• NVIDIA / earth2mip
  Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…
  ☆224Updated 4 months ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆32Updated 3 years ago
• DeminYu98 / DiffCast
  [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
  ☆76Updated 3 months ago
• jweyn / DLWP-CS
  Deep learning models for global weather prediction on a cubed sphere
  ☆95Updated 4 years ago
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆37Updated 11 months ago
• MPBA / TAASRAD19
  Code release to showcase potential usages of TAASRAD19 Dataset
  ☆46Updated 3 years ago
• ecmwf / ecmwf-opendata
  A package to download ECMWF open data
  ☆214Updated last month
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆30Updated 2 years ago