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Course Information

Class Times: Thursday, 15:15- 16:45, R. 210,
Brüderstraße 16 (Lecture)
  Friday, 09:15-10:45, R. 210,
Brüderstraße 16 (Lecture)
Tutorial Times: Monday, 15:15-16:45, R. 114,
Brüderstraße 16 (English Tutorial)
  Wednsday, 9:15-10:45, R. 114,
Brüderstraße 16 (German Tutorial)
Recommended Reading: M. Kardar, "Statistical Physics of Fields", Cambridge University Press ;
  Michael Nielsen, Neural Networks and Deep Learning ;
  A. Engel and C. Van den Broeck, "Statistical Mechanics of Learning" ;
List of points : Tutorials points
Exam Results: Results

Problem Sets and Lecture Notes

Lecture Notes 1 CNN notebook
Lecture Notes 2
Problem Set 1 Python installation     Jupyter Notebook
Problem Set 2
Problem Set 3
Problem Set 4 Jupyter Notebook
Problem Set 5
Problem Set 6
Problem Set 7
Problem Set 8
Problem Set 9
Problem Set 10
Problem Set 11
Problem Set 12
Problem Set 13
Problem Set 14