From 2ed9057aebb655233b5a1d9f1828d8504a38dffa Mon Sep 17 00:00:00 2001 From: mhjensen Date: Mon, 29 Jun 2020 15:53:29 +0200 Subject: [PATCH] to do for GD --- doc/src/Splines/Splines.do.txt | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/doc/src/Splines/Splines.do.txt b/doc/src/Splines/Splines.do.txt index 0c30f2a66..8916c0b2b 100644 --- a/doc/src/Splines/Splines.do.txt +++ b/doc/src/Splines/Splines.do.txt @@ -2,6 +2,14 @@ TITLE: Data Analysis and Machine Learning Lectures: Optimization and Gradient AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo & Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University DATE: today +!split +===== To do ===== +* make plot of SGD moves +* idem for standard GD for simple minimization problem +* more material on autograd with examples +* develop an example for logistic regression (for example the breast cancer data) + + !split ===== Optimization, the central part of any Machine Learning algortithm =====