NVIDIA / makaniLinks
Massively parallel training of machine-learning based weather and climate models
☆318Updated 2 weeks ago
Alternatives and similar repositories for makani
Users that are interested in makani are comparing it to the libraries listed below
Sorting:
- NeuralGCM's differentiable dycore☆297Updated 2 months ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆157Updated 7 months ago
- ☆67Updated last year
- Initial public release of code, data, and model weights for FourCastNet☆612Updated last year
- A benchmark for the next generation of data-driven global weather models.☆558Updated last month
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆241Updated 9 months ago
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆223Updated last year
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆254Updated this week
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆153Updated last month
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆258Updated this week
- [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion☆27Updated 6 months ago
- A modular framework for evaluating weather forecasts☆128Updated this week
- ☆65Updated 6 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆178Updated 2 months ago
- Source code for ClimateLearn☆342Updated last year
- Code for paper "Multiple Physics Pretraining for Physical Surrogate Models☆172Updated 9 months ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆114Updated last year
- Hybrid ML + physics model of the Earth's atmosphere☆870Updated this week
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆275Updated this week
- ☆47Updated 8 months ago
- ☆69Updated last week
- Official implementation of Score-based Data Assimilation☆72Updated last year
- Implementation of the Aurora model for Earth system forecasting☆743Updated last month
- Differentiable signal processing on the sphere for PyTorch☆528Updated last week
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆46Updated this week
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆65Updated 3 months ago
- ☆523Updated 6 months ago
- Differentiable neural-network solver for data assimilation of ice shelves written in JAX☆34Updated 4 months ago
- ☆86Updated 11 months ago
- ☆270Updated last year