Advanced_Tensorflow_Specialization:Coursera的DeepLearning.ai高级Tensorflow专业化课程源码

atop6954 9 0 ZIP 2021-04-20 16:04:38

Advanced_Tensorflow_Specialization:Coursera的DeepLearning.ai高级Tensorflow专业化课程

文件列表

Advanced_Tensorflow_Specialization-main.zip (预估有个47文件)

Advanced_Tensorflow_Specialization-main

Tensorflow Advanced Specialization

Course 1 Custom Models, Layers and Loss

Week 2 Custom Loss Functions

1 Custom-huber-loss.ipynb 4KB

Assignment Custom Loss

utils.py 2KB

C1W2_Assignment.ipynb 7KB

2 Custom-huber-object-loss.ipynb 6KB

Week 4 Custom Models

Assignment VGG

C1W4_Assignment.ipynb 35KB

2 Mini Resnet from scratch.ipynb 7KB

1 Class Model ~pytorch.ipynb 5KB

Week 3 Custom Layers

1 lambda-layer.ipynb 4KB

Assignment Quadratic Layer

C1W3_Assignment.ipynb 10KB

utils.py 4KB

2 custom-dense-layer.ipynb 5KB

3 custom-dense-with-activation.ipynb 5KB

Week 1 Functinal APIs

2 Multi-output.ipynb 8KB

1 Sequential vs Functional models.ipynb 36KB

3 Siamese-network.ipynb 14KB

Assignment multi output

utils.py 12KB

C1W1_Assignment.ipynb 186KB

Sans titre.rtf 472B

Week 5 Custom Callbacks

2 Custom callbacks (Vis).ipynb 13KB

1 Built in callbacks.ipynb 16KB

Course 2 Custom and Distributed Training with Tensorflow

Week 1 Differentiation and Gradient

1 Basic Tensors.ipynb 7KB

2 Gradient Tape.ipynb 12KB

Assignment

Basic Tensor Operations.ipynb 13KB

Week 3 Graph Mode

1 Autograph Basics.ipynb 4KB

2 Autograph examples.ipynb 8KB

Assignment

Horses vs Humans Classification.ipynb 61KB

Week 4 Distributed Training

1 basic-mirrored-strategy.ipynb 7KB

3 TPU-strategy.ipynb 19KB

4 one-device-strategy.ipynb 9KB

Assignment

C2W4_Assignment.ipynb 42KB

2 multi-GPU-mirrored-strategy.ipynb 11KB

Week 2 Custom Training

1 Training Basics .ipynb 11KB

2 Custom Training Fashion Mnist.ipynb 67KB

Assignment

C2W2_Assignment.ipynb 76KB

Course 3 Advanced Computer Vision

Week 2 Object Detection

1 Simple_Object_Detection.ipynb 12KB

4 Fine Tuned Object Detection.ipynb 12.72MB

2 Object_Detection.ipynb 21KB

3 Same with Tensorflow API.ipynb 27KB

Assignment Zombie Object Detection

Copie_de_C3W2_Assignment.ipynb 111KB

Week 1 Introduction to Computer Vision

3 Object Localization.ipynb 31KB

Assignment Bird Localization

C3W1_Assignment.ipynb 201KB

2 CIFAR10 Transfer Learning .ipynb 13KB

1 Intro Transfer Learning.ipynb 17KB

Week 3 Image Segmentation

3 Mask RCNN.ipynb 14KB

2 Unet.ipynb 34KB

1 VGG16_FCN8.ipynb 42KB

Assignment FCN8 for DIGIT SEGMENTATION

Copie_de_C3W3_Assignment.ipynb 54KB

用户评论

暂无评论

deeplearning.ai第四课编程作业2

Deeplearning.ai Lesson 4 Programming 2

14 2019-06-26
deeplearning.ai第二课编程作业3

Deeplearning.ai Lesson 2 Programming Job 3

20 2019-06-26
cousera吴恩达deeplearning.ai汇总笔记非原创

这个真的可以有，初学深度学习的人不容错过，吴恩达的这个课程的重要性应该不用多说了吧。

46 2019-01-01
Mathematics for Machine Learning Specialization由Coursera源码

机器学习数学专业化由Coursera

14 2021-04-06
3.2_Coursera_Everyday Excel Specialization源码

3.2_Coursera_Everyday-Excel专业化科罗拉多大学博尔德分校的“查理·纳特兰”在Cousera(电子学习平台)上提供的专业课程,包括以下三门课程: 1.Everyday Exc

6 2021-04-03
Coursera IBM Specialization09Capstone源码

Coursera-IBM-Capstone

7 2021-02-23
Coursera_Data_Structures_and_Algorithms_Specialization我对数据结构和算法专业化的解决方案算法工具箱数

Coursera 我对“数据结构和算法专业化”课程课程编程的解决方案。我的解决方案在/ CourseX / Assignments下。

5 2021-02-07
deep learning specialization深度学习专业课程的注释可在coursera.org上找到源码

deep-learning-specialization:深度学习专业课程的注释,可在coursera.org上找到

5 2021-04-20
NLP Specialization此仓库包含NLP专业化作业和动手实验源码

NLP专业化此仓库包含NLP专业化分配和动手实验。

6 2021-04-07
TensorFlow的可视化

tensorboard的变量说明。

23 2019-07-29

Advanced_Tensorflow_Specialization:Coursera的DeepLearning.ai高级Tensorflow专业化课程 源码

文件列表

用户评论

推荐下载

Advanced_Tensorflow_Specialization:Coursera的DeepLearning.ai高级Tensorflow专业化课程源码