Alternatives and similar repositories for makani

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

• neuralgcm / dinosaur
  NeuralGCM's differentiable dycore
  ☆317Updated 2 weeks ago
• ecmwf-lab / ai-models-fourcastnetv2
  ☆67Updated last year
• leap-stc / ClimSim
  An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.
  ☆159Updated last year
• NVlabs / FourCastNet
  Initial public release of code, data, and model weights for FourCastNet
  ☆652Updated 2 years ago
• google-research / weatherbench2
  A benchmark for the next generation of data-driven global weather models.
  ☆590Updated 3 weeks ago
• NVIDIA / earth2mip
  Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…
  ☆252Updated last week
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆180Updated this week
• openclimatefix / graph_weather
  Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …
  ☆283Updated 2 weeks ago
• lucidrains / metnet3-pytorch
  Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch
  ☆237Updated 2 years ago
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆193Updated 3 weeks ago
• aditya-grover / climate-learn
  Source code for ClimateLearn
  ☆352Updated last year
• NVIDIA / earth2studio
  Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.
  ☆592Updated last week
• neuralgcm / neuralgcm
  Hybrid ML + physics model of the Earth's atmosphere
  ☆945Updated this week
• tung-nd / stormer
  ☆74Updated 10 months ago
• Rose-STL-Lab / spherical-dyffusion
  [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion
  ☆30Updated 11 months ago
• NASA-IMPACT / Prithvi-WxC
  Implementation of the Prithvi WxC Foundation Model and Downstream Tasks
  ☆177Updated last week
• microsoft / aurora
  Implementation of the Aurora model for Earth system forecasting
  ☆830Updated 2 months ago
• google-research / swirl-dynamics
  Swirl-Dynamics is a python repository that provides implementations of models, benchmarks and utilities for dynamical systems.
  ☆77Updated this week
• openclimatefix / metnet
  PyTorch Implementation of Google Research's MetNet and MetNet-2
  ☆291Updated 2 weeks ago
• NVIDIA / torch-harmonics
  Differentiable signal processing on the sphere for PyTorch
  ☆634Updated this week
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆116Updated last year
• PolymathicAI / multiple_physics_pretraining
  Code for paper "Multiple Physics Pretraining for Physical Surrogate Models
  ☆186Updated last year
• gcouairon / ArchesWeather
  ☆47Updated last year
• spcl / DiffDA
  ☆40Updated 7 months ago
• INRIA / geoarches
  A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…
  ☆52Updated this week
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆93Updated last month
• pdearena / pdearena
  ☆288Updated last year
• ecmwf-lab / ai-models
  Run AI-based weather forecasting models with ECMWF data
  ☆553Updated last month
• kyegomez / metnet3
  An implementation of "metnet3" in Pytorch
  ☆37Updated last week
• Aalto-QuML / ClimODE
  ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
  ☆118Updated 10 months ago