Deep learning introduction

Neural network with numpy only: nn_init.py, nn_init2.ipynb

Keras
1.1 Elementary neural network - mnist.ipynb
1.2 [Chollet] Tensors and naive NN implementation - naive_nn.ipynb
2.1 [Chollet] Multilayer perception - multilayer_perception.ipynb
2.2 [Chollet] Binary classification with 3-layers network - imdb.ipynb
3 [Chollet] Multiclass classification with 3-layers network - reuters.ipynb

Papers

1. Convolutional neural network [U-net] - cnn.ipynb

Scripts

1. find_unsimilar.py - get the most unsimilar images from the dataset