nnet – Ops related to neural networks

Theano was originally developed for machine learning applications, particularlyfor the topic of deep learning. As such, our lab has developed many functionsand ops which are particular to neural networks and deep learning.

• conv – Ops for convolutional neural nets
• nnet – Ops for neural networks
• neighbours – Ops for working with images in convolutional nets
• bn – Batch Normalization
• blocksparse – Block sparse dot operations (gemv and outer)
• theano.tensor.nnet.ctc – Connectionist Temporal Classification (CTC) loss