吴恩达系列教学码源 Neural Networks and Deep Learning.zip
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2021-03-23
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COURSE 1 Neural Networks and Deep Learning.zip （75个子文件） 
COURSE 1 Neural Networks and Deep Learning 
Untitled.ipynb 2KB Week 3 Planar data classification with one hidden layer testCases.py 4KB images 
grad_summary.png 666KB
sgd.gif 41KB sgd_bad.gif 63KB classification_kiank.png 136KB testCases_v2.py 4KB __pycache__ planar_utils.cpython-35.pyc 3KB testCases.cpython-35.pyc 5KB Planar data classification with one hidden layer v3.ipynb 42KB Planar data classification with one hidden layer v4.ipynb 42KB planar_utils.py 2KB .ipynb_checkpoints Planar data classification with one hidden layer v3-checkpoint.ipynb 44KB Lecture Notes Week 01 
w01 v01 What is a neural network.pdf 409KB w01 v03 Why is Deep Learning taking off.pdf 425KB w01 v 02 Supervised Learning with Neural Networks.pdf 442KB Week 4 Building your Deep Neural Network - Step by Step Building your Deep Neural Network - Step by Step v5.ipynb 50KB images imvector.png 198KB mn_backward.png 218KB model_architecture_kiank.png 159KB relu.png 35KB structure.png 1.1MB nm_backward.png 871KB backpass.png 101KB backprop.png 170KB linearback_kiank.png 56KB final outline.png 557KB 2layerNN.png 420KB backprop_kiank.png 101KB NlayerNN.png 482KB n_model_backward.png 761KB model_architecture2.png 217KB Building your Deep Neural Network - Step by Step v4.ipynb 50KB testCases_v2.py 6KB __pycache__ testCases_v2.cpython-35.pyc 6KB dnn_utils_v2.cpython-35.pyc 2KB testCases_v3.py 7KB dnn_utils_v2.py 2KB .ipynb_checkpoints Building your Deep Neural Network - Step by Step v4-checkpoint.ipynb 51KB Deep Neural Network Application_ Image Classification dnn_app_utils_v2.py 14KB images imvector.png 198KB
my_image.jpg 92KB imvectorkiank.png 373KB LlayerNN_kiank.png 279KB 2layerNN_kiank.png 255KB .ipynb_checkpoints Deep+Neural+Network+-+Application+v3-checkpoint.ipynb 61KB datasets train_catvnoncat.h5 2.45MB test_catvnoncat.h5 602KB Deep Neural Network - Application v3.ipynb 28KB Week 2 Python Basics with Numpy images Sigmoid.png 67KB image2vector_kiank.png 245KB image2vector.png 597KB Python Basics With Numpy v3.ipynb 33KB .ipynb_checkpoints Python Basics With Numpy v3-checkpoint.ipynb 41KB Logistic Regression as a Neural Network Logistic Regression with a Neural Network mindset v3.ipynb 39KB images image2.png 151KB LogReg_kiank.png 187KB my_image.jpg 621KB image1.png 259KB gargouille.jpg 303KB cat_in_iran.jpg 587KB la_defense.jpg 332KB my_image2.jpg 92KB __pycache__ lr_utils.cpython-35.pyc 858B Logistic Regression with a Neural Network mindset v4.ipynb 40KB lr_utils.py 880B .ipynb_checkpoints Logistic Regression with a Neural Network mindset v3-checkpoint.ipynb 747KB datasets train_catvnoncat.h5 2.45MB test_catvnoncat.h5 602KB readonly week3 images FlowerModel.png 111KB Lecture slides 
Week 2 Logistic Regration as a Neural network.pptx 6.26MB Week 04 Deep Neural Network.pptx 1.76MB week 1 Welcome to the Deep Learning Specialization.pptx 6.78MB Week 3 Shallow Neural Network.pptx 1.87MB Week 2 Python and Vectorixation.pptx 631KB
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