Earth Data Hub
A browser-based geospatial data discovery and collection interface for selecting an area of interest, checking satellite scene availability, configuring collection parameters, and submitting GeoHarmonizer collection jobs to HPC resources through Tapis.
Explanation
Area of Interest
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What Version 1.2.0 Adds
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- This dataset captures both tabular metadata and graph representations from deep learning training workflows, extracted via TensorFlow's XLA compiler.
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What I-SAW is
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Available operations
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TapisUI provides a research oriented frontend to interact with Tapis and tenant components. In this case, the ICICLE extension extends TapisUI with custom branding
GNN Food Flow Portal
The GNN Food Flow Portal is a Streamlit web app for exploring county-level U.S. food-flow predictions from the GNN FoodFlow Model. Version 1.2.0 includes the original parallel SCTG-specific model exploration workflow plus a new multi-task GNN what-if portal for one-to-one and one-to-many county scenario analysis.
HLO Feature Dataset for AI Resource Estimation
A dataset designed to support AI-driven resource estimation like runtime prediction to support HPC scheduling optimization by leveraging compiler-level High-Level Optimizer (HLO) graph features and deep learning workload metadata.
How-To Guides
Run Earth Data Hub Locally
How-To Guides
Run the Portal Locally
How-To Guides
How to Predict Training Time Using Metadata
How-To Guides
Build a production bundle
How-To Guides
The pipeline file (operations.json)
How-To Guides
View the main TapisUI wiki to learn how to deploy and test TapisUI extensions locally.
I-SAW Portal
A public-facing web portal for I-SAW: Infrastructure for Sensing and Analytics on Wildlife — a plug-and-play, edge-networked wildlife sensing platform built for K-12 camps, citizen scientists, and field researchers. The portal presents the project vision, an interactive "Smart Honeypot" data sandbox with analytics dashboards, and an onboarding hub where visitors can download a deployment script, generate a device config.json, or request a prebuilt field kit.
No-Code Image Lab (Image Pre-processing Studio)
A browser-based OpenCV pipeline builder: build an image pre-processing
Smart Curriculum Designer
An AI-driven educational framework that integrates automated curriculum generation with an end-to-end computer vision pipeline, enabling learning for high school and undergraduate students combining domain agnostic datasets with machine learning and AI concepts.
Tapis UI Extension
This tapis ui extension enables additional icicle specific branding and tabs on tapisui.
Tutorials
Open Earth Data Hub
Tutorials
Explore Parallel Model Food Flows
Tutorials
Getting Started with the HLO Feature Dataset
Tutorials
Run the portal locally
Tutorials
Build a pipeline (editor)
Tutorials
This documentation goes over how to use Smart Curriculum Designer, the machine learning and AI curriculum generator. The application itself enables educators to generate models, content, exercises, and solutions, weaving the domain/dataset specified by the educator.