Alternatives and similar repositories for satflow

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

• openclimatefix / predict_pv_yield
  Using optical flow & machine learning to predict PV yield
  ☆53Updated 2 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".
  ☆40Updated 2 months ago
• pangeo-data / mldata
  ML Datasets Catalog
  ☆58Updated 2 years ago
• microsoft / subseasonal_toolkit
  Subseasonal forecasting models
  ☆54Updated 5 months ago
• deepsphere / deepsphere-weather
  A spherical CNN for weather forecasting
  ☆72Updated 2 years ago
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆111Updated this week
• microsoft / subseasonal_data
  Data access package for the SubseasonalClimateUSA dataset
  ☆32Updated 8 months ago
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆114Updated 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.
  ☆14Updated 4 months ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆31Updated 4 years ago
• alan-turing-institute / deepsensor
  A Python package for tackling diverse environmental prediction tasks with NPs.
  ☆115Updated last month
• brightbandtech / ExtremeWeatherBench
  Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
  ☆57Updated this week
• OpheliaMiralles / wind-downscaling-gan
  ☆33Updated 2 years ago
• ai2es / miles-guess
  Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
  ☆27Updated last week
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆93Updated 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.
  ☆86Updated 4 months ago
• iarai / weather4cast
  Code accompanying our IARAI Weather4cast Challenge
  ☆48Updated 3 years ago
• ai2cm / ace
  Ai2 Climate Emulator
  ☆105Updated this week
• juaAI / stationbench
  Benchmarking of weather forecasts based on station observations
  ☆77Updated 2 weeks ago
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆31Updated 9 months ago
• earthnet2021 / earthnet-model-intercomparison-suite
  ☆41Updated last year
• openclimatefix / PVNet
  PVnet main repo
  ☆31Updated this week
• drsteve / PyForecastTools
  Forecast Verification/Validation Tools in Python
  ☆35Updated 2 years ago
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆30Updated 3 months ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆62Updated 3 years ago
• crim-ca / crims2s
  ☆16Updated 3 years 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
  ☆47Updated 3 weeks ago
• SeasFire / seasfire-datacube
  An open and accessible datacube for environmental and earth system monitoring
  ☆30Updated 9 months ago
• duncanwp / ClimateBench
  ☆91Updated last year
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆33Updated 4 years ago