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Provides analysis for the MPAS components of E3SM
Fork of E3SM used to develop exascale global atmosphere model written in C
Utilities for installing Veros (https://veros.readthedocs.io/en/latest/) on NSF NCAR's Derecho
RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.
Hybrid ML physics model of the Earth's atmosphere
Open-source, cloud-native transactional tensor storage engine
Example workflows for executing multi-node, multi-GPU machine learning training using PyTorch on NCAR's HPC Supercomputer (Derecho).
An Aspiring Drop-In Replacement for NumPy at Scale
A library to train, evaluate, interpret, and productionize decision forest models such as Random Forest and Gradient Boosted Decision Trees.
Build your own Raster dynamic map tile services
Supercomputing. Seamlessly. Open, Interactive HPC Via the Web
Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.
Material for Ragna-related presentations
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
An official implementation of Pangu-Weather
Open Source distribution of the ViSUS capabilities
A curated list of Earth Science's Artificial Intelligence (AI) tutorials, notebooks, software, datasets, courses, books, video lectures and papers. Contributions most welcome.
Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.