These are my assignments and projects from deeplearning.ai.

Neural Network and Deep deep learning

This folder includes:

• a simple logistic regression neural network
• a planar data classification with one hidden layer
• a deep neural network application

Improving Deep Neural Networks

This module focus on hyperparameter tuning, regularization and optimization. The folder includes:

• Initialization
• Regularization
• Optimization Methods
• Tensorflow Example
• Tensorflow Deeplearning Network

Convolutional Neural Networks卷积神经网络

This folder focus on CNN, including:

• Convolution Model Functions
• Convolution Model Application
• Residual Networks残差网络
• Car Detection Application by YOLO algorithm使用YOLO算法构建汽车检测应用
• Art Generation with Neural Style Transfer使用风格迁移算法实现艺术品生成器
• Face Recognition Application人脸识别应用

Sequence Models序列模型

The folder includes:

• Recurrent Neural Networks and LSTM algorithm循环神经网络与LSTM算法
• Name Generator名字生成器
• Music Generator with LSTM音乐生成器
• Word Vectors词向量
• Emojify表情判断
• Neural machine translation with attention使用注意力机制实现机器翻译
• Trigger Word Detection 触发词检测