attention-mechanism

• How Attention Mechanism works in Image Caption

theano-tutorial

• Learn Basic usage of theano
• Have sorce code of one sample theano implemented RNN classifier model, good thing to learn

neural networks and deep learning

• VERY VERY GOOD READINGS.
• Machine Learning Background Knowledges
• Simple code to implement MNIST handwritten digits recognization
• How Backpropagation algorithm works
• How to optimize Hyper parameters in neural network

deeplearningbook

• Linear Algebra in ML
• Probability in ML
• Information Theory in ML
• CNN, RNN
• ...
• I have not yet finished reading this book

Understanding LSTM

• How LSTM works