From a45b0a5015a6041ab397f0b741f462e7fdbd072b Mon Sep 17 00:00:00 2001 From: mhjensen Date: Mon, 21 Sep 2020 22:22:08 +0200 Subject: [PATCH] week39 --- doc/src/week39/week39.do.txt | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/doc/src/week39/week39.do.txt b/doc/src/week39/week39.do.txt index b1c7f8dcb..67f4d7fd4 100644 --- a/doc/src/week39/week39.do.txt +++ b/doc/src/week39/week39.do.txt @@ -8,9 +8,14 @@ DATE: today * Thursday: Repetition of Logistic regression equations and discussion of Gradient methods * Friday: Stochastic Gradient descent with examples and automatic differeantion + +Reading suggestions for both days: "Aurelien Geron's chapter 4":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/TensorflowML.pdf" and "Murphy sections 8.3 and 8.5":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/MachineLearningMurphy.pdf" + !split ===== Thursday September 24 ===== +"Overview Video, why do we care about gradient methods?":"" + !split ===== Optimization, the central part of any Machine Learning algortithm ===== @@ -652,6 +657,7 @@ plt.show() !split ===== Friday September 25 ===== +"Overview Video, why stochastic gradient methods?":"" !split ===== Stochastic Gradient Descent =====