Alternatives and similar repositories for weather4cast-stage1

Users that are interested in weather4cast-stage1 are comparing it to the libraries listed below

• iarai / weather4cast
  Code accompanying our IARAI Weather4cast Challenge
  ☆50Updated 3 years ago
• raspstephan / nwp-downscale
  ☆41Updated 4 years ago
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆18Updated last week
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆92Updated 2 years ago
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆32Updated last month
• ai2es / miles-guess
  Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
  ☆29Updated 6 months ago
• deepsphere / deepsphere-weather
  A spherical CNN for weather forecasting
  ☆73Updated 3 years ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆63Updated 4 years ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆31Updated 4 years ago
• OpheliaMiralles / wind-downscaling-gan
  ☆35Updated 3 years ago
• microsoft / subseasonal_toolkit
  Subseasonal forecasting models
  ☆56Updated 11 months ago
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆34Updated 4 years ago
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆73Updated 4 years ago
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆37Updated 2 years ago
• nram812 / A-Robust-Generative-Adversarial-Network-Approach-for-Climate-Downscaling
  Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"
  ☆14Updated last year
• pangeo-data / mldata
  ML Datasets Catalog
  ☆60Updated 2 years ago
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆40Updated 9 months ago
• jweyn / DLWP-CS
  Deep learning models for global weather prediction on a cubed sphere
  ☆94Updated 5 years ago
• bugsuse / weather4cast-2022-stage2
  ☆13Updated 3 years ago
• MeteoSwiss / c4dl-multi
  Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
  ☆35Updated 2 years ago
• bojesomo / Weather4Cast2021-SwinUNet3D
  ☆11Updated 2 years ago
• FREVA-CLINT / climatereconstructionAI
  Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…
  ☆90Updated 3 months ago
• ai2es / WAF_ML_Tutorial_Part2
  Python code to assist in familiarizing meteorologists with machine learning
  ☆34Updated last year
• vlouf / cpol_processing
  📡 Process meteorological radar data. 📡
  ☆20Updated 4 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"
  ☆91Updated 5 years ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆29Updated 3 years ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆95Updated 11 months ago
• openclimatefix-archives / predict_pv_yield
  Using optical flow & machine learning to predict PV yield
  ☆53Updated 3 years ago
• openclimatefix-archives / satflow
  Satellite Optical Flow with machine learning models
  ☆63Updated 2 years ago
• earthnet2021 / earthnet-model-intercomparison-suite
  ☆41Updated 5 months ago