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Course Information

Class Times: Wednesday, 17:15- 18:45, R. 114,
Brüderstraße 16 (Lecture)
  Friday, 9:15-10:45, R. 114,
Brüderstraße 16 (Lecture)
Tutorial Times: Monday, 9:15-10:45, R. 114,
Brüderstraße 16
  Friday, 11:00-12:30, R. 114,
Brüderstraße 16
Recommended Reading: Michael Nielsen, Neural Networks and Deep Learning ;
  A. Engel and C. Van den Broeck, "Statistical Mechanics of Learning" ;
  Michael Biehl, The Shallow and the Deep ;
Results : Exam grades

Problem Sets and Lecture Notes

Lecture Notes     Tutorials Codes     Python and PyTorch installation guide
Problem Set 1    
Problem Set 2
Problem Set 3
Problem Set 4
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