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