Analyses of Deep Learning (STATS 385)

Courses

• Chris Manning
• Andrew Ng
• CS231n

Packages – including examples, tutorials and pretrained models

• PyTorch
• Torch
• TensorFlow
• Matconvnet
• Keras
• Caffe
• Theano

Books

• Deep Learning, Goodfellow, Bengio and Courville, 2016.
• Neural Networks and Deep Learning Nielsen, 2015.
• Many O’Reilly Books

Extra

• Pal Sujit’s NLP tutorial

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