Alternatives and similar repositories for DLWP-CS

Users that are interested in DLWP-CS are comparing it to the libraries listed below

• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆91Updated 2 years ago
• andregraubner / ClimateNet
  Climate Analytics using Deep Neural Networks in Python.
  ☆64Updated 2 years ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆31Updated 4 years ago
• raspstephan / nwp-downscale
  ☆40Updated 4 years ago
• pangeo-data / mldata
  ML Datasets Catalog
  ☆58Updated 2 years ago
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated 2 years ago
• microsoft / subseasonal_toolkit
  Subseasonal forecasting models
  ☆54Updated 8 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"
  ☆87Updated 5 years ago
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆38Updated 6 months ago
• iarai / weather4cast
  Code accompanying our IARAI Weather4cast Challenge
  ☆50Updated 3 years ago
• deepsphere / deepsphere-weather
  A spherical CNN for weather forecasting
  ☆72Updated 2 years ago
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆73Updated 4 years ago
• raspstephan / CBRAIN-CAM
  Code for neural network parameterization project
  ☆76Updated 5 years ago
• NCAR / mlmicrophysics
  Machine learning emulators for microphysical processes.
  ☆14Updated 5 months ago
• kyegomez / metnet3
  An implementation of "metnet3" in Pytorch
  ☆36Updated last week
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆114Updated last year
• duncanwp / ClimateBench
  ☆105Updated last year
• FrontierDevelopmentLab / PyRain
  ☆39Updated 4 years ago
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆86Updated 6 months ago
• jeonghwan723 / A_CNN
  CNN based ENSO all season forecast model
  ☆18Updated last year
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆26Updated last year
• slerch / ppnn
  post-processing experiments with neural networks
  ☆63Updated 3 years ago
• ecmwf-lab / ai-models-graphcast
  ☆88Updated last year
• Earth-Intelligence-Lab / LocalizedWeather
  This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".
  ☆46Updated last month
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆33Updated 4 years ago
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆72Updated last year
• ai2cm / ace
  Ai2 Climate Emulator
  ☆135Updated 2 weeks ago
• ecmwf-lab / ml-training-course
  ☆21Updated last year
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆89Updated 8 months ago
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆45Updated 4 months ago