吴恩达深度学习编程作业汇总

以下列表为吴恩达的深度学习课程所对应的编程作业列表，都直接指向了github的连接地址；这些作业也是我在网上购买，可能与官方的内容有所出入；同时由于有的训练集和测试集以及预训练好的参数过大，不便上传，所以直接clone项目是无法运行的。如果是只看代码，完全可以满足使用的要求；需要完成版的可以留下邮箱，我单独发送给你。

1.assignment2_1.ipynb --> Python Basics with Numpy 2.assignment2_2.ipynb --> Logistic Regression with a Neural Network mindset 1.assignment3.ipynb --> Planar data classification with one hidden layer 1.assignment4_1.ipynb --> Building your Deep Neural Network: Step by Step 2.assignment4_2.ipynb --> Deep Neural Network for Image Classification: Application 1.Initialization.ipynb 2.Regularization.ipynb 3.Gradient+Checking.ipynb 1.Optimization+methods.ipynb 1.tensorflow demo.ipynb 2.Tensorflow+Tutorial.ipynb 1.Convolution model-Application-v1.ipynb 2.Convolution model-Step by Step-v2.ipynb -KerasTutorial 1.Keras-Tutorial-Happy House v2.ipynb -ResNets 1.Residual Networks-v2.ipynb -Car detection for Autonomous Driving 1.Autonomous driving application-Car detection-v1.ipynb(这个加载预训练的YOLO模型那里我没跑通，一跑就程序奔溃了！！可能是电脑的问题？) -Face Recognition 1.Face Recognition for the Happy House-v3.ipynb -Neural Style Transfer 1.Art Generation with Neural Style Transfer-v2.ipynb -Building a Recurrent Neural Network -Step by Step 1.Building a Recurrent Neural Network-Step by Step-v3.ipynb -Dinosaur lsland --Character -level language model 1.Dinosaurus Island–Character-level language model-(final)-learners.ipynb -Jazz improvisation with LSTM 1.Improvise a Jazz Solo with an LSTM Network-v2.ipynb -Emojify 1.Emojify-learners.ipynb -Word Vector Representation 1.Operations on word vectors-v2.ipynb -Neural Machine Translation with Attention 1.Neural machine translation with attention-v3.ipynb -Trigger word detection 1.Trigger word detection-v1.ipynb