Alternatives and similar repositories for ai-models

Users that are interested in ai-models are comparing it to the libraries listed below

• google-research / weatherbench2
  A benchmark for the next generation of data-driven global weather models.
  ☆565Updated 2 months ago
• NVIDIA / earth2mip
  Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…
  ☆244Updated 10 months ago
• openclimatefix / graph_weather
  Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …
  ☆261Updated last week
• ecmwf-lab / ai-models-graphcast
  ☆88Updated last year
• jaychempan / Awesome-LWMs
  A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆305Updated 3 months ago
• ecmwf-lab / ai-models-panguweather
  ☆108Updated last year
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆146Updated last year
• openclimatefix / metnet
  PyTorch Implementation of Google Research's MetNet and MetNet-2
  ☆276Updated last week
• NVlabs / FourCastNet
  Initial public release of code, data, and model weights for FourCastNet
  ☆620Updated 2 years ago
• pangeo-data / WeatherBench
  A benchmark dataset for data-driven weather forecasting
  ☆783Updated last year
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆179Updated this week
• google-research / arco-era5
  Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
  ☆410Updated last month
• aditya-grover / climate-learn
  Source code for ClimateLearn
  ☆345Updated last year
• openclimatefix / skillful_nowcasting
  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
  ☆264Updated last week
• ecmwf-training / mooc-machine-learning-weather-climate
  ☆197Updated 6 months ago
• NVIDIA / earth2studio
  Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.
  ☆270Updated this week
• ecmwf / ecmwf-opendata
  A package to download ECMWF open data
  ☆261Updated last month
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆114Updated last year
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆84Updated 5 months ago
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆133Updated this week
• microsoft / aurora
  Implementation of the Aurora model for Earth system forecasting
  ☆755Updated this week
• tbeucler / HybridESM
  This page reviews and organizes emerging hybrid Earth System Models (ESMs), which combine machine learning and physics-based components.
  ☆49Updated this week
• tpys / ai-models-fuxi
  ☆51Updated last year
• ecmwf-lab / ai-models-aurora
  An ai-models plugin to run Microsoft's Aurora model
  ☆14Updated last year
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆92Updated 2 years ago
• ecmwf / climetlab
  Python package for easy access to weather and climate data
  ☆379Updated 10 months ago
• tyui592 / awesome-precipitation-nowcasting
  A list of Precipitation Nowcasting papers and related resources.
  ☆169Updated 9 months ago
• neuralgcm / neuralgcm
  Hybrid ML + physics model of the Earth's atmosphere
  ☆876Updated this week
• neuralgcm / dinosaur
  NeuralGCM's differentiable dycore
  ☆300Updated 3 months ago
• ecmwf / notebook-examples
  Example notebooks showing how to work with ECMWF services and data
  ☆248Updated 2 months ago