A tutorial showcasing the process of scaling up a SciML algorithm for multi-node training
☆16Sep 27, 2025Updated 11 months ago
Alternatives and similar repositories for tutorial-towards-multinode-ml-training2025
Users that are interested in tutorial-towards-multinode-ml-training2025 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tools for converting Unified Forecast System (UFS) output to Analysis Ready, Cloud Optimized (ARCO) format☆19Aug 1, 2026Updated last month
- Using generative AI for eddy-resolving multi-modal surface ocean state estimation☆19Jun 4, 2025Updated last year
- Simple examples of data pipelines from xarray to ML training☆22Dec 19, 2019Updated 6 years ago
- What goes up must come down again.☆13Nov 12, 2021Updated 4 years ago
- The ecosystem of geospatial machine learning tools in the Pangeo world.☆12Mar 17, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Utilities for configuring dask-jobqueue with appropriate settings for NCAR clusters☆14Sep 7, 2026Updated last week
- 🌦️ A catalogue and categorization of AI-based weather forecasting models.☆147May 10, 2025Updated last year
- A thorough, straightforward, un-intimidating introduction to Gaussian processes in NumPy.☆15Jun 12, 2018Updated 8 years ago
- PyTorch DL Tutorial using Torchsample☆11May 2, 2017Updated 9 years ago
- PARADIS, a lightweight and flexible weather forecast model☆31Updated this week
- xarray interface for bpch files☆17Nov 27, 2023Updated 2 years ago
- Uncertainty quantification for data-driven weather models.☆15Apr 9, 2025Updated last year
- Earth Computer Hyperparameter Optimization☆21Jul 28, 2026Updated last month
- ☆12Feb 15, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Quantification of Uncertainties in Neural Networks☆11Aug 29, 2026Updated 3 weeks ago
- Flood Mapping Intercomparison☆20Jun 9, 2026Updated 3 months ago
- Pytorch-like dataloaders for JAX.☆105Dec 16, 2025Updated 9 months ago
- Classical Carleman solution of the viscous Burgers equation, used in https://arxiv.org/abs/2011.03185.☆12Mar 1, 2021Updated 5 years ago
- obsio is a Python package that provides a consistent generic interface for accessing weather and climate observations from multiple diffe…☆17May 14, 2021Updated 5 years ago
- Tool to download CMIP5 data from CEDA☆13Nov 30, 2018Updated 7 years ago
- Package for analyzing and visualizing atmospheric data☆14Nov 2, 2017Updated 8 years ago
- Official implementation of Score-based Data Assimilation☆93Jan 12, 2024Updated 2 years ago
- Code for the paper: "Invertible CNN-Based Super Resolution with Downsampling Awareness" by Andrew Geiss and Joseph C. Hardin, Nov 2020☆12Nov 11, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆12Oct 10, 2019Updated 6 years ago
- Minimalist proof of concept for NodeJS + D3js generation of SVG files.☆20Dec 7, 2015Updated 10 years ago
- Building a Zarr data cube using serverless cloud compute☆56Sep 2, 2025Updated last year
- A non-exhaustive list of open resources to help environmental scientists get started with machine learning☆23May 22, 2025Updated last year
- Python 2D Navier-Stokes solver☆32Aug 4, 2025Updated last year
- Cubed-Sphere data processing with xarray☆19Jan 16, 2020Updated 6 years ago
- Random effects neural networks with Edward and Keras☆14Jun 16, 2017Updated 9 years ago
- Estimate maximum Lyapunov exponent for short time series using Rosenstein, et al. method☆11Jul 26, 2015Updated 11 years ago
- Pseudospectral Kolmogorov Flow Solver☆43Oct 24, 2023Updated 2 years 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.
- A program that upscales your images using a ResNet neural network!☆12Jan 17, 2018Updated 8 years ago
- This is the repository for Data Readiness Cluster to maintain the AI-ready data checklist.☆34May 26, 2026Updated 3 months ago
- Detection and Tracking of Tropical Cyclones☆30Dec 6, 2015Updated 10 years ago
- netflow.js repository, javascript library for visualizing neural network structure and training on the browser.☆24Jun 16, 2022Updated 4 years ago
- MVP for opening xarray datasets from cloud zarr stores in a single thread with asyncio loops☆23Aug 6, 2023Updated 3 years ago
- TopoWx ("Topography Weather") is an open source framework written in Python and R for interpolating temperature observations at a topocli…☆22Jul 10, 2017Updated 9 years ago
- A collection of puzzles I've created over the years☆14Dec 31, 2020Updated 5 years ago