General information

Teachers: Christian Kudahl, Daniel Merkle and Marco Chiarandini

Teachers: Jonas Herskind Sejr, Hans Kristian Anders Møller
Schedule
Contents
Introductory Classes
Week  Date  Teacher  Topics and Slides  Suggested reading 

45  05.11  Marco & Daniel  Intro to Python  Part 1  App A, B and ch 13 of [HJ1]; [DB] 
07.11  Marco & Daniel  Intro to Python  Part 2;  ch 46 of [HJ1]  
46  14.11  Daniel  Graph Isomorphism and Molecules, script  Additional slides on Ullmann algorithm 
47  21.11  Daniel  From Random Polygon to Ellipse  Article (pp 15,17); Video (optional) 
48  28.11  Marco  Intro to Python  Part 3; Least Squares Data Fitting  Sc. 6.36.5 of [AR]; Lecture Notes 
49  05.12  Marco  Page Rank  Sc. 4.12, 9.29.3, 10.5 of [AR]; Article 
50  12.12  Daniel  Eigenfaces  Article; Chapter 7 (Facial Recognition); Visual Intro; PCA Tutorial; Eigenfaces (OpenCV based) 
Exercises and Assignments
Week  Type  Exercises  Solutions  Assignment 

45  L  sheet1  asg0; FAQ  
46  L  sheet2  asg1  
47: H1: 22, H2: 20, H1: 21  E  sheet3  
47: H1: 23, H2: 27, H1: 22  L  sheet4  asg2  
48  L  sheet5  sheet5  asg3 
49  E  sheet5  
L  sheet6  sheet6  asg4 (Reload the page! Last update: 8 Dec. at 14:05.)  
50  L  sheet6  asg5 (Reload the page! Last update: 3 Jan. at 14:00.)  
51  L  sheet7  asg6 (Reload the page! Last update: 3 Jan. at 14:00)  
Reexam 
References
Recommended book:
 [HJ1] Python Essentials. Jeffrey Humpherys and Tyler J. Jarvis, managing editors
Other References:

[DB] David Beazley. Python Tutorial Video

[HJ] Jeffrey Humpherys and Tyler J. Jarvis. Foundations of Applied Mathematics. Volume 1. Mathematical Analysis. 2017. Society for Industrial and Applied Mathematics.

[AR] Howard Anton and Chris Rorres. Elementary Linear Algebra With Supplemental Applications. Edition International Student Version. 11th Edition. 2014. Wiley

[PK] Philip N. Klein. Coding the Matrix: Linear Algebra through Applications to Computer Science. 1st Edition. Newtonian Press; 1 edition, September 3, 2013

[AH] Martin Anthony and Michele Harvey, Linear Algebra, Concepts and Methods. 2012. Cambridge

[Le] Steven J. Leon, Linear Algebra with Applications, Prentice Hall (2010).

[FSV] Computing with Python: An introduction to Python for science and engineering Claus Führer, Jan Erik Solem, Olivier Verdier

[SAA] Immersive linear algebra by J. Ström, K. Åström, and T. AkenineMöller. 2017.