Alternatives and similar repositories for nowcasting_examples

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

• MPBA / TAASRAD19
  Code release to showcase potential usages of TAASRAD19 Dataset
  ☆46Updated 3 years ago
• gsarm78 / cs230Project
  Precipitation Nowcasting using DL - CS230 Deep Learning course group project
  ☆22Updated 5 years ago
• lzhengchun / DSGAN
  a GAN for precipitation downscaling
  ☆40Updated 3 years ago
• jesusgf96 / Broad-UNet
  ☆19Updated 3 years ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆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"
  ☆85Updated 4 years ago
• hydrogo / rainnet
  RainNet: a convolutional neural network for radar-based precipitation nowcasting
  ☆138Updated 4 years ago
• zxdawn / weather_data
  Scripts of downloading weather data: satellite and reanalysis data
  ☆22Updated 2 years ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆92Updated 2 years ago
• JingJinrui / REMNet
  Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…
  ☆12Updated last year
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆45Updated 2 months ago
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆73Updated 4 years ago
• VincentBouget / rain-nowcasting-with-fusion-of-rainfall-and-wind-data-article
  Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"
  ☆53Updated 3 years ago
• MeteoSwiss / c4dl-multi
  Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
  ☆35Updated 2 years ago
• thunderhoser / ml4convection
  Uses machine learning to predict convective initiation and decay from satellite data.
  ☆24Updated 2 years ago
• reyhaneh-92 / GENESIS_Nowcast
  This is the repo for global precipitation nowcasting using IMERG dataset.
  ☆15Updated last year
• hydrogo / rainymotion
  Python library for radar-based precipitation nowcasting based on optical flow techniques
  ☆191Updated 5 years ago
• ecmwf-lab / ml-training-course
  ☆21Updated last year
• carlos-gg / dl4ds
  Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…
  ☆93Updated last year
• luochuyao / IDA_LSTM
  The Radar Echo Extrapolation Model
  ☆36Updated 4 years ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆31Updated 4 years ago
• openclimatefix / predict_pv_yield
  Using optical flow & machine learning to predict PV yield
  ☆53Updated 2 years ago
• tpys / FuXi-S2S
  ☆32Updated 2 months ago
• hyungting / DGMR-pytorch
  An implementation of Deep Generative Model of Radars from DeepMind in PyTorch
  ☆43Updated 2 years ago
• bugsuse / pytropomi
  To download Sentinel-5 Product from TROPOMI's s5phub
  ☆23Updated 3 years ago
• AILAB-CEFET-RJ / stconvs2s
  Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…
  ☆68Updated 4 years ago
• bugsuse / radar_nowcasting
  A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)
  ☆54Updated 3 years ago
• x7zhong / TransfomerDownscaling
  This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…
  ☆21Updated 2 years ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆63Updated 3 years ago