Alternatives and similar repositories for nowcasting_dataset

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

• openclimatefix-archives / satflow
  Satellite Optical Flow with machine learning models
  ☆62Updated last year
• openclimatefix-archives / predict_pv_yield
  Using optical flow & machine learning to predict PV yield
  ☆53Updated 3 years ago
• pangeo-data / mldata
  ML Datasets Catalog
  ☆58Updated 2 years ago
• ecmwf / anemoi-datasets
  ☆57Updated last week
• juaAI / stationbench
  Benchmarking of weather forecasts based on station observations
  ☆80Updated 3 months ago
• openclimatefix / quartz-frontend
  Front End repo for the Nowcasting project.
  ☆105Updated this week
• openclimatefix / pvnet
  PVnet main repo
  ☆37Updated this week
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆92Updated 2 years ago
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆33Updated 4 years ago
• rebase-energy / awesome-weather-models
  🌦️ A catalogue and categorization of AI-based weather forecasting models.
  ☆130Updated 5 months ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆31Updated 2 weeks ago
• OpheliaMiralles / wind-downscaling-gan
  ☆33Updated 2 years ago
• openclimatefix / nwp-consumer
  Microservice for consuming NWP data.
  ☆15Updated last month
• slerch / ppnn
  post-processing experiments with neural networks
  ☆63Updated 3 years ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆89Updated 7 months ago
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆114Updated last year
• brightbandtech / nnja-ai
  Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis
  ☆62Updated 2 months ago
• EnergyWeatherAI / GenerativeNowcasting
  Code repository for "Extending intraday solar forecast with deep generative models".
  ☆23Updated last year
• ecmwf / anemoi-models
  ☆42Updated 10 months ago
• brightbandtech / ExtremeWeatherBench
  Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
  ☆72Updated this week
• tcapelle / cloud_diffusion
  Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models
  ☆48Updated last year
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆30Updated 2 years ago
• openclimatefix-archives / Satip
  Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data
  ☆44Updated 2 weeks ago
• clessig / atmorep
  AtmoRep model code
  ☆46Updated 7 months ago
• NREL / PhIRE
  ☆63Updated 2 years ago
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆37Updated 6 months ago
• 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".
  ☆45Updated 3 weeks ago
• openclimatefix / ocf_datapipes
  OCF's DataPipe based dataloader for training and inference
  ☆14Updated 4 months ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆32Updated 4 years ago