From f33b810540150a94a5a2efca270fcd24f8000035 Mon Sep 17 00:00:00 2001 From: Morten Hjorth-Jensen Date: Mon, 21 Jul 2025 09:35:03 +0200 Subject: [PATCH] Update week39.do.txt --- doc/src/week39/week39.do.txt | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/doc/src/week39/week39.do.txt b/doc/src/week39/week39.do.txt index 2b6439aab..2f3e51097 100644 --- a/doc/src/week39/week39.do.txt +++ b/doc/src/week39/week39.do.txt @@ -1,20 +1,20 @@ TITLE: Week 39: Optimization and Gradient Methods -AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo & Department of Physics and Astronomy and Facility for Rare Isotope Beams, Michigan State University +AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo DATE: Week 39 !split -===== Plan for week 39, September 23-27, 2024 ===== +===== Plan for week 39, September 22-26, 2025 ===== !split -===== Lecture Monday September 23 ===== +===== Lecture Monday September 22 ===== -!bblock Material for the lecture on Monday September 23 +!bblock Material for the lecture on Monday September 22 * Repetition of Logistic regression equations and classification problems and discussion of Gradient methods. Examples on how to implement Logistic Regression and discussion of gradient methods * Stochastic Gradient descent with examples and automatic differentiation (theme also for next week). - * "Video of lecture":"https://youtu.be/ISGpTC28Vmk" - * "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesSeptember23.pdf" +# * "Video of lecture":"https://youtu.be/ISGpTC28Vmk" +# * "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesSeptember23.pdf" * Readings and Videos: * These lecture notes * For a good discussion on gradient methods, we would like to recommend Goodfellow et al section 4.3-4.5 and sections 8.3-8.6. We will come back to the latter chapter in our discussion of Neural networks as well. @@ -38,7 +38,7 @@ DATE: Week 39 !split -===== Lecture Monday September 23, Optimization, the central part of any Machine Learning algortithm ===== +===== Lecture Monday September 22, Optimization, the central part of any Machine Learning algortithm ===== The first few slides here are a repetition from last week.