Alternatives and similar repositories for weather4cast-2022-stage2

Users that are interested in weather4cast-2022-stage2 are comparing it to the libraries listed below

• MeteoSwiss / c4dl-multi
  Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
  ☆35Updated 2 years ago
• tpys / FuXi-S2S
  ☆34Updated 4 months ago
• x7zhong / TransfomerDownscaling
  This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…
  ☆24Updated 2 years ago
• raspstephan / nwp-downscale
  ☆40Updated 4 years ago
• IncubatorShokuhou / pyMeteo
  Some very simple meteorology function written in python;几个简单的气象相关的函数
  ☆15Updated last year
• leelew / HybridHydro
  Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…
  ☆16Updated 3 months ago
• gcosne / OceanographyProject
  Today satellites provide a surface signature of the temperature with a high spatial frequency: ie a good horizontal resolution but a low …
  ☆13Updated 6 years ago
• AugChiang / Climate-downscaling
  Deep-learning Based Climate Downscaling of Precipitation Data
  ☆14Updated 10 months ago
• gaozhihan / earth-forecasting-transformer
  ☆10Updated last year
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆27Updated last year
• caglarkucuk / earthformer-satellite-to-radar
  ☆18Updated last year
• yingkaisha / JAMC_20_0057
  (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".
  ☆19Updated 4 years ago
• nram812 / A-Robust-Generative-Adversarial-Network-Approach-for-Climate-Downscaling
  Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"
  ☆12Updated last year
• OpheliaMiralles / wind-downscaling-gan
  ☆33Updated 2 years ago
• CAMS-AI / P-UNet_ODiceloss
  A NWP precipitation bias correction model based on Unet
  ☆19Updated 3 years ago
• lzhengchun / DSGAN
  a GAN for precipitation downscaling
  ☆42Updated 3 years ago
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆15Updated last week
• nci / FourCastNeXt
  ☆19Updated 8 months ago
• bugsuse / MIM_PyTorch
  PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"
  ☆15Updated 4 years ago
• lochbika / cost733class
  ☆14Updated last year
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆39Updated 3 years ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆29Updated 2 years ago
• thunderhoser / ml4convection
  Uses machine learning to predict convective initiation and decay from satellite data.
  ☆25Updated 2 years ago
• ai2es / WAF_ML_Tutorial_Part2
  Python code to assist in familiarizing meteorologists with machine learning
  ☆33Updated 10 months ago
• LGlawion / spateGAN_ERA5
  spateGAN-ERA5: deep learning based spatio-temporal downscaling of ERA5 precipitation
  ☆28Updated 3 weeks ago
• ZiluM / PNAS-Kmeans-ENSO
  PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño
  ☆12Updated 3 years ago
• ZiluM / Deep-learning-for-multi-year-ENSO-Reproduction
  Deep learning for multi-year ENSO forecasts Reproduction
  ☆55Updated last year
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆33Updated 4 years ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆31Updated 4 years ago
• PRIMAVERA-H2020 / HighResMIP-storm_reader
  Python code to read the netcdf formatted tropical cyclone tracks generated from HighResMIP simulations
  ☆15Updated 4 years ago