Alternatives and similar repositories for ocf_datapipes

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

• openclimatefix-archives / satflow
  Satellite Optical Flow with machine learning models
  ☆63Updated 2 years ago
• openclimatefix / pvnet
  PVnet main repo
  ☆47Updated this week
• MeteoSwiss / opendata-nwp-demos
  Notebook examples using model data for the Open Government Data initiative
  ☆69Updated last month
• 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".
  ☆54Updated 4 months ago
• OpheliaMiralles / wind-downscaling-gan
  ☆35Updated 3 years ago
• openclimatefix-archives / predict_pv_yield
  Using optical flow & machine learning to predict PV yield
  ☆53Updated 3 years ago
• 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
  ☆15Updated last year
• openclimatefix / nwp-consumer
  Microservice for consuming NWP data.
  ☆17Updated last month
• openclimatefix-archives / Satip
  Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data
  ☆44Updated 4 months ago
• rebase-energy / awesome-weather-models
  🌦️ A catalogue and categorization of AI-based weather forecasting models.
  ☆138Updated 8 months ago
• openclimatefix / quartz-frontend
  Front End repo for the Nowcasting project.
  ☆107Updated this week
• JackKelly / lets_make_it_super_easy_to_use_weather_forecast_data
  Let's make it super easy to use weather forecast data
  ☆22Updated last year
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆95Updated 11 months ago
• pangeo-data / mldata
  ML Datasets Catalog
  ☆60Updated 2 years ago
• cbuelt / dduq
  Uncertainty quantification for data-driven weather models.
  ☆14Updated 10 months ago
• microsoft / subseasonal_data
  Data access package for the SubseasonalClimateUSA dataset
  ☆36Updated last year
• juaAI / stationbench
  Benchmarking of weather forecasts based on station observations
  ☆85Updated 7 months ago
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆180Updated this week
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆34Updated 4 years ago
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆116Updated last year
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆92Updated 2 years ago
• modons / DL-weather-dynamics
  ☆23Updated this week
• alan-turing-institute / deepsensor
  A Python package for tackling diverse environmental prediction tasks with NPs.
  ☆121Updated last month
• duncanwp / ClimateBench
  ☆110Updated last year
• ai2es / miles-guess
  Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
  ☆29Updated 7 months ago
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆193Updated 3 weeks ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆31Updated 4 years ago
• EnergyWeatherAI / GenerativeNowcasting
  Code repository for "Extending intraday solar forecast with deep generative models".
  ☆25Updated 3 weeks ago
• ecmwf / anemoi-datasets
  Datasets for Machine Learning weather forecasting models
  ☆62Updated this week
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆106Updated 11 months ago