Lecture 10: Machine learning based components

(Big slides Download Big slides) (Small slides Download Small slides) (Recording)

Code (matlab, requires NN toolbox.): NNpred.m Download NNpred.m , LSTMchickenpox.m Download LSTMchickenpox.m

Try out the NN playground Links to an external site.

 

Extra:

* To view training of a convnet for the image classification task CIFAR-10 and illustration of what is trained in the different layers check out

https://cs.stanford.edu/people/karpathy/convnetjs/demo/cifar10.html Links to an external site.

* Also you might like to have look on these interesting things you can do with automatic differentiation Links to an external site.. You can start watching at 20:40