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Morten Hjorth-Jensen
2022-10-04 15:20:22 +02:00
parent f0b8dd310f
commit af3d1a5993
6 changed files with 287 additions and 287 deletions
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doc/src/week39/week39.do.txt
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@@ -2633,6 +2633,6 @@ print(derivative_fn(x_small))
!split
===== Weekend challenge =====
* Try to run the above codes and implement the stochastic gradient descent with RMSprop and ADAM.
* Try to run the above codes and implement the stochastic gradient descent with the ADAM. Here you can use as examples the Adagrad and the RMSprop algorithms.
* Add a more complicated function and study the rate of convergence for the derivatives as function of the different methods
* Extend from linear regression to logistic regression.