PyTorch, ANNs & LMs#

Slides from the second lecture introducing PyTorch, artificial neural networks (ANNs), formally introducing language models (LMs) and introducing recurrent neural networks can be found here.

Additional materials#

If you want to dig a bit deeper, here are two (optional!) readings, a general textbook on deep learning and the paper that first introduced backpropagation for training neural networks:

• Goodfellow, Bengio & Courville (2016) Deep learning (textbook)

• Rumelhart et al. (1986) Learning representations by back-propagating errors