openclimatefix / satflow

Related projects ⓘ

Alternatives and complementary repositories for satflow

• openclimatefix / predict_pv_yield
  Using optical flow & machine learning to predict PV yield
  ☆52Updated 2 years ago
• pangeo-data / mldata
  ML Datasets Catalog
  ☆55Updated last year
• ai2cm / ace
  Ai2 Climate Emulator
  ☆43Updated 3 weeks ago
• iarai / weather4cast
  Code accompanying our IARAI Weather4cast Challenge
  ☆45Updated 2 years ago
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆107Updated 7 months ago
• microsoft / subseasonal_toolkit
  Subseasonal forecasting models
  ☆43Updated this week
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆87Updated last year
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆31Updated 3 weeks ago
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆35Updated last year
• OpheliaMiralles / wind-downscaling-gan
  ☆28Updated last year
• openclimatefix / nowcasting_dataset
  Prepare batches of data for training machine learning solar electricity nowcasting data
  ☆25Updated last year
• FrontierDevelopmentLab / PyRain
  ☆40Updated 3 years ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆27Updated 2 years ago
• ecmwf / anemoi-datasets
  ☆33Updated this week
• slerch / ppnn
  post-processing experiments with neural networks
  ☆59Updated 2 years ago
• clessig / atmorep
  AtmoRep model code
  ☆41Updated this week
• annavaughan / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆29Updated 3 years ago
• RolnickLab / climart
  A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…
  ☆40Updated last year
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆31Updated 3 years ago
• Earth-Intelligence-Lab / LocalizedWeatherGNN
  This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".
  ☆29Updated this week
• MeteoSwiss / topo-descriptors
  A python library to extract topographical features from elevation data.
  ☆20Updated 9 months ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆69Updated last year
• deepsphere / deepsphere-weather
  A spherical CNN for weather forecasting
  ☆67Updated last year
• duncanwp / ClimateBench
  ☆88Updated 6 months ago
• leap-stc / ChaosBench
  ☆20Updated last week
• raspstephan / nwp-downscale
  ☆38Updated 3 years ago
• openclimatefix / PVNet
  PVnet main repo
  ☆20Updated this week
• tbeucler / CBRAIN-CAM
  Code for neural network parameterization project
  ☆16Updated last year
• tobifinn / torch-assimilate
  Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.
  ☆10Updated 2 years ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆25Updated last year