Alternatives and similar repositories for LocalizedWeather

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

• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆87Updated 5 months ago
• microsoft / subseasonal_toolkit
  Subseasonal forecasting models
  ☆55Updated 6 months ago
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆100Updated 6 months ago
• OpheliaMiralles / wind-downscaling-gan
  ☆34Updated 2 years ago
• SantanderMetGroup / DeepDownscaling
  Deep learning approaches for statistical downscaling in climate
  ☆72Updated 3 years ago
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆33Updated 4 years ago
• pangeo-data / mldata
  ML Datasets Catalog
  ☆58Updated 2 years ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• microsoft / subseasonal_data
  Data access package for the SubseasonalClimateUSA dataset
  ☆34Updated 9 months ago
• opengeos / earthformer
  A Python package for Earth forecasting transformer
  ☆86Updated last year
• FREVA-CLINT / climatereconstructionAI
  Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…
  ☆86Updated 2 weeks ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆93Updated 2 years ago
• carlos-gg / dl4ds
  Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…
  ☆93Updated last year
• alan-turing-institute / deepsensor
  A Python package for tackling diverse environmental prediction tasks with NPs.
  ☆115Updated 2 months ago
• ai2cm / ace
  Ai2 Climate Emulator
  ☆114Updated last week
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆31Updated 4 years ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆63Updated 3 years ago
• Orion-AI-Lab / igarss24_DL4NH
  IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"
  ☆30Updated last year
• openclimatefix / satflow
  Satellite Optical Flow with machine learning models
  ☆62Updated last year
• ecmwf / anemoi-inference
  ☆29Updated last week
• andregraubner / ClimateNet
  Climate Analytics using Deep Neural Networks in Python.
  ☆63Updated last year
• NASA-IMPACT / Prithvi-WxC
  Implementation of the Prithvi WxC Foundation Model and Downstream Tasks
  ☆147Updated this week
• ECMWFCode4Earth / DeepR
  DeepR: Deep Reanalysis
  ☆26Updated last year
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆120Updated this week
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆31Updated last week
• brightbandtech / ExtremeWeatherBench
  Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
  ☆63Updated this week
• metno / maelstrom-yr
  A dataset plugin for climetlab for the dataset maelstrom-a1
  ☆12Updated last year
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated last year
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆30Updated 4 months ago
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆114Updated last year