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CyberGISX content includes geospatial codes, workflows with comments, and visualizations providing a solid foundation for conducting computationally reproducible research and education.


148 Results
Convolutional Neural Networks (CNNs) with PyTorch

Posted by Alexander Michels on Wednesday November 8, 2023

Author(s): Jeffrey Huang and Alex Michels

In this notebook, we will use PyTorch CNNs to recognize text from images We use CNNs in this use case because the individual values of pixels don't tell us very much, but convolutions can help us ...

Learning a Simple Linear Model with PyTorch

Posted by Alexander Michels on Wednesday November 8, 2023

Author(s): Jeffrey Huang and Alex Michels

In this notebook, we will use PyTorch for a simple linear regression ...

Intro to CyberGISX (HDR 2023)

Posted by Alexander Michels on Friday October 13, 2023

Author(s): Alexander Michels, Anand Padmanabhan, Zhaonan Wang and Wei Hu

Notebook for the 2023 HDR Conference designed to introduce Jupyter and ...

Correlation Between Neighborhood Per Capita Income and Brownfields Sites in Chicago, IL

Posted by Maddy Rapach on Friday October 13, 2023

Author(s): Maddy Rapach Lagowski

A folium map showing the Per Capita Income by neighborhood in Chicago, IL and sites registered as a Brownfield with the ...

City-Hotspot-Analysis-Using-GPS-Cab-Data

Posted by Dian Jin on Friday October 13, 2023

Author(s): Dian Jin

This is a GGIS 407 final ...

Mapping the Estimated Poverty Rate of the United States, 2023

Posted by Wenjie Zhao on Friday October 13, 2023

Author(s): Wenjie Zhao

The 'Mapping the Estimated Poverty Rate of the United States, 2023' project aimed to analyze and visualize the poverty rate across states in the United States in 2023 Utilizing CyberGISX Notebook, ...

Go “Birding” with Google Street View? – A Virtual Field Survey of Sandhill Cranes and ...

Posted by ZJ Zhou on Thursday October 12, 2023

Author(s): ZJ Zhou

Geospatial Data Science Project - Part 3: This notebook documents the workflow for Google Street View 'Birding,' which encompasses processes such as sample retrieval, Google Street View metadata and ...

Course Project – Geospatial Analysis of Respiratory Illness and Air Quality Data in the United ...

Posted by Connor Welling on Thursday October 12, 2023

Author(s): Connor Welling

In this geospatial data analysis project, the primary goal was to explore the intricate connections between air quality, respiratory illness rates, and cigarette smoking prevalence across ...

Four Corners Watershed & Sub-watershed Boundaries & Major Tributaries

Posted by Audrey Wierda on Thursday October 12, 2023

Author(s): Audrey Wierda

Each notebook contains one Folium map of the Four Corners Region One notebook contains the boundaries of a local watershed and its sub-watersheds, specificaly HUC 8-14080105 The other notebook ...