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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.


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Enhancing Machine Learning Workflows with W&B

Posted by Nattapon Jaroenchai on Wednesday May 29, 2024

Author(s): Nattapon Jaroenchai

Weights and Biases (WandB) is a popular tool for tracking and visualizing machine learning experiments It is designed to help researchers and developers manage and optimize their machine learning ...

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 ...