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Neural Network Overview

Notes
Deep learning
Machine learning
Artificial intelligence
My notes from the 3Blue1Brown video on neural network foundations.
December 31, 2024
Josh Gregory

Convolutional Neural Networks in Biomedical Image Processing: A Review

Medicine
Biology
Deep learning
Machine learning
Artificial intelligence
A brief review of convolutional neural networks in biomedical image processing
December 24, 2024
Josh Gregory

 

PyTorch with Multiple GPUs

Notes
Deep learning
Machine learning
Artificial intelligence
How to implement DistributedDataParallel (DDP) in PyTorch
September 6, 2024
Josh Gregory

GPT and Chill Notes

Notes
Deep learning
Machine learning
Artificial intelligence
My notes from the GPT and Chill playlist
June 7, 2024
Josh Gregory

Advice for Undergrads

Research
Advice
Reflections on my undergraduate mechanical engineering career since graduating
June 5, 2024
Josh Gregory

 

MS Thesis Resources

Notes
Deep learning
Machine learning
Artificial intelligence
Thesis
Resrouces for my MS Thesis
May 6, 2024
Josh Gregory

 

Backpropagation Calculus

Notes
Deep learning
Machine learning
Artificial intelligence
My notes from the 3Blue1Brown video on the calculus behind backpropagation
May 6, 2024
Josh Gregory

 

Research Excellence Award Statement

Research
College
Reflections on my research
May 5, 2024
Josh Gregory

 

Transformers and Attention

Machine learning
Artificial intelligence
Thesis
Notes on the transformer architecture and the attention mechanism
May 4, 2024
Josh Gregory
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