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5 notebook results Machine Learning
Enhancing Machine Learning Workflows with W&B
Posted by Nattapon Jaroenchai on Wednesday May 29, 2024
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 ...
PRIME: A CyberGIS Platform for Resilience Inference Measurement and Enhancement
Posted by Debayan Mandal on Thursday February 22, 2024
Resilience assessment and improvement have become increasingly important in today's world, where natural and man-made disasters are becoming more frequent and severe Cities, communities, and ...
Convolutional Neural Networks (CNNs) with PyTorch
Posted by Alexander Michels on Wednesday November 8, 2023
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
In this notebook, we will use PyTorch for a simple linear regression ...
Transfer Learning for Semantics Image Segmentation
Posted by Nattapon Jaroenchai on Tuesday May 16, 2023
This tutorial focused on transfer learning for image segmentation using the Segmentation Models Library We explored the benefits of transfer learning and introduced the Segmentation Models Library, ...
