TensorFlow tutorial – learn TensorFlow from scratch by examples and visualizations with interactive jupyter notebooks.
- Logistic regression, feed forward neural network (FFN) on the (in)famous MNIST.
- Convolutional Neural Network (CNN) and Spatial Transformer on images.
- Recurrent Neural Network (RNN) on Translation using Encoder-Decoder model and Encoder-Decoder with attention.
- Unsupervised learning with autoencoder (AE) reconstructing the MNIST from only two latent variables.