Alternatives and similar repositories for satflow

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

• pangeo-data / mldata
  ML Datasets Catalog
  ☆59Updated 2 years ago
• openclimatefix-archives / predict_pv_yield
  Using optical flow & machine learning to predict PV yield
  ☆53Updated 3 years ago
• ai2es / miles-guess
  Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
  ☆29Updated 5 months ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆63Updated 4 years ago
• juaAI / stationbench
  Benchmarking of weather forecasts based on station observations
  ☆81Updated 6 months ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆92Updated 2 years ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆94Updated 10 months ago
• brightbandtech / ExtremeWeatherBench
  Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
  ☆90Updated last week
• OpheliaMiralles / wind-downscaling-gan
  ☆35Updated 2 years ago
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆32Updated last week
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆33Updated 4 years ago
• xarray-contrib / xbatcher
  Batch generation from xarray datasets
  ☆190Updated 3 weeks ago
• duncanwp / ClimateBench
  ☆109Updated last year
• ecmwf / anemoi-datasets
  ☆60Updated this week
• tobifinn / torch-assimilate
  Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.
  ☆15Updated last month
• microsoft / subseasonal_toolkit
  Subseasonal forecasting models
  ☆56Updated 10 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".
  ☆52Updated 3 months ago
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆167Updated last week
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆116Updated last year
• openclimatefix / nwp-consumer
  Microservice for consuming NWP data.
  ☆17Updated this week
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated 2 years ago
• ai2cm / ace
  Ai2 Climate Emulator: fast machine learning models for weather and climate prediction
  ☆157Updated last week
• raspstephan / nwp-downscale
  ☆40Updated 4 years ago
• Orion-AI-Lab / igarss24_DL4NH
  IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"
  ☆31Updated last year
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆40Updated 8 months ago
• 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
  ☆64Updated last month
• NCAR / gdex-api-client
  GDEX apps clients. Subdirectories will be organized by language, e.g. python, perl, c++, bash
  ☆39Updated 2 months ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆19Updated 3 years ago
• bgroenks96 / generative-downscaling
  Research and experiments for downscaling climate/weather data via generative learning
  ☆37Updated 3 years ago
• ghiggi / gpm_api
  A python package to download and analyze the Global Precipitation Measurement Mission (GPM) data archive
  ☆72Updated last week