Blog

Five words describing a blog

 

Empathy and Technology: Course Reflections

Writings
Thoughts

Reflections on how we use technology (with solutions!)

May 3, 2025
Josh Gregory
 

Running Large Language Models Locally

Deep learning
Machine learning
Artificial intelligence
Large Language Models

My notes from installing Ollama and using open-source large language models locally.

January 18, 2025
Josh Gregory
 

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
 

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
 

MS Thesis Resources

Notes
Deep learning
Machine learning
Artificial intelligence
Thesis

Resrouces for my MS Thesis

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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