To cut the story short, to run a convolutional neural network model, I need an special version of nolearn, which has a url of the form https://github.com/dnouri/nolearn/tree/1659e4811e498dc1f442d8e...

I'm using Lasagne to create a CNN for the MNIST dataset. I'm following closely to this example: Convolutional Neural Networks and Feature Extraction with Python. The CNN architecture I have at the...

I've trained an autoencoder using lasagne/nolearn. Suppose the network layers are [500, 100, 100, 500]. I've trained the neural net like so: net.fit(X, X) I want to do something like the followi...

I need to do realtime augmentation on my dataset for input to CNN, but i am having a really tough time finding suitable libraries for it. I have tried caffe but the DataTransform doesn't support ma...

I'm doing a neural network in nolearn, a Theano based library that uses lasagne. I'm not understanding how do I define my own cost function. The output layer is only 3 neurons [0, 1, 2] and I wan...