Deep Learning

Here you can find some books/papers/notebooks about deep learning I loved - in progress :

• Deep Learning course - Jeremy Howard
• Deep Learning Book - Yoshua Bengio et al.
• Deep Learning : An introduction for Applied Mathematicians - Higham et al.
• Some Theoretical Properties of GANs - Biau et al.
• Understanding deep convolutional networks - Stéphane Mallat
• Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings - Micael Carvalho, Rémi Cadène et al.
• U-Net: Convolutional Networks for Biomedical Image Segmentation
• Mathematics for Deep Learning
• Factorization Machines
• Deep Factors For Forecasting