Alternatives and similar repositories for rainnet:

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

• hydrogo / rainymotion
  Python library for radar-based precipitation nowcasting based on optical flow techniques
  ☆185Updated 5 years ago
• MPBA / TAASRAD19
  Code release to showcase potential usages of TAASRAD19 Dataset
  ☆43Updated 3 years ago
• tyui592 / awesome-precipitation-nowcasting
  A list of Precipitation Nowcasting papers and related resources.
  ☆143Updated 2 months 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"
  ☆82Updated 4 years ago
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆42Updated 3 years ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆29Updated 2 years ago
• luochuyao / IDA_LSTM
  The Radar Echo Extrapolation Model
  ☆32Updated 3 years ago
• TQRTQ / DGMR
  Skilful precipitation nowcasting using deep generative models of radar
  ☆34Updated 3 years ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆66Updated 3 years ago
• FrontierDevelopmentLab / PyRain
  ☆41Updated 4 years ago
• bugsuse / meteoai
  The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.
  ☆156Updated 4 years ago
• openclimatefix / skillful_nowcasting
  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
  ☆231Updated last week
• bugsuse / radar_nowcasting
  A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)
  ☆51Updated 3 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"
  ☆49Updated 2 years ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆91Updated last year
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆118Updated last year
• OUC-LeiHan / AAS-CUnet
  ☆24Updated 2 years ago
• ecmwf-lab / ai-models-panguweather
  ☆97Updated 5 months ago
• JingJinrui / REMNet
  Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…
  ☆10Updated last year
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated last year
• MeteoSwiss / c4dl-multi
  Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
  ☆32Updated 2 years ago
• jweyn / DLWP-CS
  Deep learning models for global weather prediction on a cubed sphere
  ☆94Updated 4 years ago
• joshua-wx / pyhail
  Hail detection and size retrievals using Python3.9+
  ☆43Updated 3 months ago
• openradar / TINT
  TINT Is Not TITAN. Python code for tracking objects. Specifically storm cells.
  ☆86Updated last year
• MeteoAI / awesome-atmos
  A curated list of awesome Python libraries, software and resources in Atmosphere, Environment and Machine Learning
  ☆212Updated 3 years ago
• hyungting / DGMR-pytorch
  An implementation of Deep Generative Model of Radars from DeepMind in PyTorch
  ☆42Updated 2 years ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆31Updated 3 years ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆61Updated 3 years ago
• bugsuse / pyart
  The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.
  ☆34Updated 4 years ago