Was ist Informatik? – Eine andere Sichtweise
Die gängigen Erklärungen zu “Was ist Informatik?” – etwa von der Gesellschaft für Infomatik, der TU Dresden, oder auf Wikipedia – machen es einem schwer, sic...
Maths for Intelligent Systems Course WS 19/20 U Stuttgart
The lecture on Jan 28, and the tutorial on Jan 30 are cancelled
Below is the material from last year's lecture. I'll update these
during the lecture.
- Script from last year (WS 18/19)
- Exercise Sheets from last year (WS 18/19)
- e01-bases
- e02-svd
- e03-eigen (YOU HAVE UNTIL NOV 21st TO WORK ON THIS EXERCISE)
- e04-derivatives gradientChecking.ipynb backPropagation.ipynb
- e05-neuralNet backPropagation_gradientDescent.ipynb
- e06-unconstrainedOpt backtracking.ipynb
- e07-lagrangian (UPDATED: only 2 questions, due this week Jan 9 -- but you get full credits)
- e08-constrainedOpt dualFunction_and_LogBarrierMethod.ipynb
- e09-formulatingProblems minimumFuelOptimalControl.ipynb
- e10-globalOpt GP-UCB_helpcode.ipynb GP-UCB_globalOpt.ipynb backtracking_LocalOptima.ipynb
- exam-example
- Further Material