Alternatives and similar repositories for ocf_datapipes:

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

• openclimatefix / PVNet
  PVnet main repo
  ☆29Updated this week
• openclimatefix / nwp-consumer
  Microservice for consuming NWP data.
  ☆11Updated this week
• openclimatefix / predict_pv_yield
  Using optical flow & machine learning to predict PV yield
  ☆53Updated 2 years ago
• microsoft / subseasonal_data
  Data access package for the SubseasonalClimateUSA dataset
  ☆30Updated 5 months 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".
  ☆39Updated 4 months ago
• OpheliaMiralles / wind-downscaling-gan
  ☆31Updated 2 years ago
• openclimatefix / satflow
  Satellite Optical Flow with machine learning models
  ☆60Updated last year
• tung-nd / stormer
  ☆55Updated last month
• williamhobbs / solar-fleet-forecast-probability-tool
  A tool for making a probabilistic power forecast for a fleet of solar plants using an existing deterministic forecast
  ☆13Updated 4 months ago
• holmdk / IrradianceNet
  ☆12Updated 3 years ago
• modons / DL-weather-dynamics
  ☆20Updated 10 months ago
• paulaharder / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆13Updated last year
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆14Updated 2 weeks ago
• openclimatefix / nowcasting_dataset
  Prepare batches of data for training machine learning solar electricity nowcasting data
  ☆25Updated last year
• ecmwf / anemoi-datasets
  ☆50Updated last week
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆113Updated last year
• tcapelle / cloud_diffusion
  Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models
  ☆42Updated last year
• AssessingSolar / solarstations
  A global catalog of solar irradiance monitoring stations.
  ☆14Updated this week
• EnergyWeatherAI / GenerativeNowcasting
  Code repository for "Extending intraday solar forecast with deep generative models".
  ☆17Updated 9 months ago
• juaAI / stationbench
  Benchmarking of weather forecasts based on station observations
  ☆62Updated last month
• JackKelly / lets_make_it_super_easy_to_use_weather_forecast_data
  Let's make it super easy to use weather forecast data
  ☆20Updated 3 months ago
• earth-mover / dataloader-demo
  ☆53Updated 8 months ago
• tobifinn / torch-assimilate
  Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.
  ☆12Updated last month
• blutjens / climate-emulator
  A comparison of linear regression vs. deep learning for emulating climate models in the presence of internal variability. (public)
  ☆14Updated 2 months ago
• ai2es / miles-guess
  Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
  ☆27Updated 7 months ago
• INRIA / geoarches
  A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…
  ☆33Updated 2 weeks ago
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆85Updated last week
• NOAA-EMC / graphcast
  GraphCastGFS
  ☆24Updated 3 months ago
• pangeo-data / mldata
  ML Datasets Catalog
  ☆57Updated last year
• alan-turing-institute / cloudcasting
  Cloud modelling (Manchester Prize)
  ☆13Updated 2 weeks ago