吴恩达系列教学码源 Neural Networks and Deep Learning.zip

rein_20199 6 0 ZIP 2021-04-08 19:04:54

吴恩达系列教学码源COURSE 1 Neural Networks and Deep Learning

文件列表

COURSE 1 Neural Networks and Deep Learning.zip (预估有个75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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吴恩达系列教学码源 Neural Networks and Deep Learning.zip

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