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
  ☆282Updated last week
• leap-stc / ClimSim
  An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.
  ☆155Updated 5 months ago
• ecmwf-lab / ai-models-fourcastnetv2
  ☆67Updated last year
• lucidrains / metnet3-pytorch
  Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch
  ☆218Updated last year
• NVIDIA / earth2mip
  Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…
  ☆236Updated 7 months ago
• NASA-IMPACT / Prithvi-WxC
  Implementation of the Prithvi WxC Foundation Model and Downstream Tasks
  ☆145Updated 3 months ago
• google-research / weatherbench2
  A benchmark for the next generation of data-driven global weather models.
  ☆542Updated this week
• NVIDIA / earth2studio
  Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.
  ☆220Updated this week
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆111Updated this week
• aditya-grover / climate-learn
  Source code for ClimateLearn
  ☆335Updated last year
• NVlabs / FourCastNet
  Initial public release of code, data, and model weights for FourCastNet
  ☆594Updated last year
• openclimatefix / graph_weather
  Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …
  ☆246Updated this week
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆171Updated 3 weeks ago
• tung-nd / stormer
  ☆62Updated 4 months ago
• Rose-STL-Lab / spherical-dyffusion
  [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion
  ☆26Updated 4 months ago
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆114Updated last year
• PolymathicAI / multiple_physics_pretraining
  Code for paper "Multiple Physics Pretraining for Physical Surrogate Models
  ☆164Updated 7 months ago
• francois-rozet / sda
  Official implementation of Score-based Data Assimilation
  ☆67Updated last year
• pdearena / pdearena
  ☆264Updated 10 months ago
• openclimatefix / metnet
  PyTorch Implementation of Google Research's MetNet and MetNet-2
  ☆271Updated last week
• neuraloperator / CoDA-NO
  Codomain attention neural operator for single to multi-physics PDE adaptation.
  ☆61Updated last month
• NVIDIA / torch-harmonics
  Differentiable signal processing on the sphere for PyTorch
  ☆478Updated this week
• neuralgcm / neuralgcm
  Hybrid ML + physics model of the Earth's atmosphere
  ☆842Updated this week
• YaoGroup / DIFFICE_jax
  Differentiable neural-network solver for data assimilation of ice shelves written in JAX
  ☆32Updated 2 months ago
• googleinterns / invobs-data-assimilation
  ☆37Updated 4 years ago
• spcl / DiffDA
  ☆30Updated 2 weeks ago
• camlab-ethz / poseidon
  Code for the paper "Poseidon: Efficient Foundation Models for PDEs"
  ☆145Updated 3 months ago
• microsoft / aurora
  Implementation of the Aurora model for Earth system forecasting
  ☆643Updated 3 weeks ago
• INRIA / geoarches
  A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…
  ☆42Updated this week
• ai2cm / ace
  Ai2 Climate Emulator
  ☆105Updated this week