Lecture 1 of PHYS 4782 Fall 2021 Semester
Articles by Cody Fernandez
Notes on Quantum Advantage
Collecting the notes I took while reading Chapter 4 of Supervised Learning with Quantum Computers by Maria Schuld and Franceso Petruccione
Notes on Adjoint Methods
Collecting the notes I took while reading adjoint method primers
Tagged as : MathNotes on U-Net Paper
Collecting the notes I took while reading the U-Net paper
Notes on Chapter 11
My notes on Chapter 11 of Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurelien Geron
Notes on Chapter 10
My notes on Chapter 10 of Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurelien Geron
Grab Bag
Collecting the notes I took from Neural Networks and Deep Learning by Charu C. Aggarwal, an article by Jason Brownlee, an article by Sumit Saha, and a YouTube video by Yannic Kilcher
Answers to Chapter 1
My answers to Chapter 1 of Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurelien Geron
Notes on YOLOv1 Paper
Collecting the notes I took while reading the YOLOv1 paper
Notes on 3B1B ML Videos
Collecting the notes I took while watching the 3Blue1Brown video series on neural networks.
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