Massively parallel training of machine-learning based weather and climate models
☆393Jul 3, 2026Updated this week
Alternatives and similar repositories for makani
Users that are interested in makani are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆72Feb 13, 2024Updated 2 years ago
- Differentiable signal processing on the sphere for PyTorch☆683Updated this week
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆254Jan 28, 2026Updated 5 months ago
- Initial public release of code, data, and model weights for FourCastNet☆687Oct 2, 2023Updated 2 years ago
- A benchmark for the next generation of data-driven global weather models.☆623Jun 6, 2026Updated 3 weeks ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- NeuralGCM's differentiable dycore☆330Jun 8, 2026Updated 3 weeks ago
- Uncertainty quantification for data-driven weather models.☆15Apr 9, 2025Updated last year
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆119Mar 26, 2024Updated 2 years ago
- Run AI-based weather forecasting models with ECMWF data☆581Dec 17, 2025Updated 6 months ago
- Ai2 Climate Emulator: fast machine learning models for weather and climate prediction☆231Updated this week
- Source code for ClimateLearn☆352Mar 16, 2024Updated 2 years ago
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆1,004Jun 26, 2026Updated last week
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆297Updated this week
- Earth Computer Hyperparameter Optimization☆21Jun 23, 2026Updated last week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML method…☆2,987Jun 26, 2026Updated last week
- ☆81Mar 17, 2025Updated last year
- A modular framework for evaluating weather forecasts☆226Jun 25, 2026Updated last week
- Hybrid ML + physics model of the Earth's atmosphere☆990Jun 25, 2026Updated last week
- Utilities for configuring dask-jobqueue with appropriate settings for NCAR clusters☆14Jun 3, 2026Updated last month
- A benchmark dataset for data-driven weather forecasting☆831Dec 8, 2023Updated 2 years ago
- Adaptive FNO transformer - official Pytorch implementation☆287Nov 7, 2022Updated 3 years ago
- Official implementation of Score-based Data Assimilation☆91Jan 12, 2024Updated 2 years ago
- ☆309Sep 14, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆240Nov 16, 2023Updated 2 years ago
- ☆27Dec 8, 2023Updated 2 years ago
- 🌦️ A catalogue and categorization of AI-based weather forecasting models.☆147May 10, 2025Updated last year
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆490Mar 26, 2026Updated 3 months ago
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆297Jun 22, 2026Updated last week
- ☆52Mar 13, 2025Updated last year
- Foundation model for weather & climate☆701Sep 30, 2023Updated 2 years ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆126Mar 18, 2025Updated last year
- Deep learning models for global weather prediction on a cubed sphere☆95Oct 3, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Call XGBoost from Fortran☆12Jun 20, 2023Updated 3 years ago
- Distributed Fourier Neural Operators☆33Sep 20, 2022Updated 3 years ago
- Learning in infinite dimension with neural operators.☆3,717Jun 23, 2026Updated last week
- SC23 Deep Learning at Scale Tutorial Material☆49Sep 16, 2024Updated last year
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆124May 5, 2026Updated last month
- Implementation of the Aurora model for Earth system forecasting☆932Jun 12, 2026Updated 3 weeks ago
- ☆19Feb 13, 2024Updated 2 years ago