Code documentation neural networks

Hi!

I'm using the neural network package in order to try out different models. However, all information I read about and all examples I see is concerning the GUI where you are very limited. There are some youtube videos on Mathworks page but they seem more 'inspirational'.

I want to build both shallow and deep nets, with mixed layers (i.e. mix RNN with MLP). I also want to be able to adjust all hyperparameters by myself. Where can I find good examples and good documentation on how to start coding this? I'm familiar with coding in e.g. TensorFlow and it would be great to find documentation more like TF or Keras.

Thanks!

KD Magnus

Answer 1

[Nicolas Schmit]

Getting Started with Neural Network Toolbox

[Magnus Hansson]

I've looked quite extensively there ofc :)

First it is mostly "Try Deep Learning in 10 Lines of MATLAB Code", which isn't helpful if you want to do more advanced things.

Then I looked into the documentation e.g. writing help(network) in the consol. This is more helpful but it would be nice with a more clear example. I've found some more explicit pages like e.g. https://se.mathworks.com/help/nnet/ug/create-neural-network-object.html and also the one describing the network object.

But as I said I don't get so much out of it. Where can I read how all this is connected? Is there a code documentation for the Neural Network package API?

Answer 2

[Don Mathis]

This might be more what you're looking for: https://www.mathworks.com/help/nnet/deep-learning-training-from-scratch.html

Answer 3

[Nicolas Schmit]

This might be useful too

https://www.mathworks.com/help/nnet/examples.html?s_cid=doc_ftr