NVIDIA / makaniLinks
Massively parallel training of machine-learning based weather and climate models
☆321Updated last week
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☆300Updated 3 months ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆157Updated 8 months ago
- ☆68Updated last year
- 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
- Initial public release of code, data, and model weights for FourCastNet☆620Updated 2 years ago
- A benchmark for the next generation of data-driven global weather models.☆567Updated 2 months ago
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆158Updated last month
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆226Updated last year
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆270Updated this week
- A modular framework for evaluating weather forecasts☆133Updated this week
- Research Software for Neural Weather Prediction for Limited Area Modeling☆179Updated this week
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆261Updated last week
- Source code for ClimateLearn☆345Updated last year
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆114Updated last year
- Hybrid ML + physics model of the Earth's atmosphere☆876Updated this week
- [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion☆27Updated 7 months ago
- ☆65Updated 6 months ago
- Implementation of the Aurora model for Earth system forecasting☆755Updated this week
- Code for paper "Multiple Physics Pretraining for Physical Surrogate Models☆175Updated 10 months ago
- Differentiable signal processing on the sphere for PyTorch☆538Updated this week
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆277Updated this week
- Swirl-Dynamics is a python repository that provides implementations of models, benchmarks and utilities for dynamical systems.☆71Updated 3 weeks ago
- ☆48Updated 9 months ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆46Updated last week
- Official implementation of Score-based Data Assimilation☆72Updated last year
- A generative foundation model for the kilometer-scale atmosphere☆77Updated last week
- Differentiable neural-network solver for data assimilation of ice shelves written in JAX☆35Updated 4 months ago
- ☆528Updated 7 months ago
- Ai2 Climate Emulator☆129Updated this week
- ☆272Updated last year