python-deep-learning Python tutorial and deep learning fundamental(Chinese) Chapter01. Introduction and installation Chapter02. Basic grammar and variables Chapter03. Lists and dictionaries Chapter04. Tuples and files Chapter05. Assignments, tests and loops Chapter06. Functions and modules Chapter07. Classes and OOP Chapter08. Numpy and matplotlib Chapter09. Perceptron and neural networks Chapter10. Neural network learning Chapter11. Back propagation algorithm Chapter12. Optimization and regularization Chapter13. Convolutional neural networks Chapter14. Deep convolutional models Chapter15. Object detection Chapter16. Semantic segmentation Chapter17. Generative adversarial networks