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update week 37

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Morten Hjorth-Jensen
2024-09-07 11:24:36 +02:00
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commit d86d6ddc30
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doc/src/week37/week37.do.txt
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TITLE: Week 37: Statistical interpretations and Resampling 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
DATE: today
DATE: September 9, 2024
# todo add link to videos and add link to Van Wieringens notes
@@ -10,7 +10,7 @@ DATE: today
!bblock Material for the lecture on Thursday September 9
!bblock Material for the lecture on Monday September 9
# * "Video of Lecture":"https://youtu.be/YOBBr_toYxc"
# * "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep14.pdf"
* Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff
@@ -25,7 +25,7 @@ DATE: today
!bblock Material for the active learning sessions on Tuesday and Wednesday
* Calculations of expectation values
* Exercise for week 37
* Exercise set for week 37
* Work on project 1
* See also additional note on scaling (jupyter-notebook) sent separately. This will be discussed during the first hour of each session. This note is added at the end of these slides.
* For more discussions of Ridge regression and calculation of averages, "Wessel van Wieringen's":"https://arxiv.org/abs/1509.09169" article is highly recommended.