array(4) { [0]=> string(82) "coursera-deep-learning-master\Improving Deep Neural Networks-Hyperparameter tuning" [1]=> string(32) " Regularization and Optimization" [2]=> string(2) " 0" [3]=> string(21) " 2021-02-06 19:23:0 " } array(4) { [0]=> string(82) "coursera-deep-learning-master\Improving Deep Neural Networks-Hyperparameter tuning" [1]=> string(50) " Regularization and Optimization\Gradient Checking" [2]=> string(2) " 0" [3]=> string(21) " 2021-02-06 19:23:0 " } array(4) { [0]=> string(82) "coursera-deep-learning-master\Improving Deep Neural Networks-Hyperparameter tuning" [1]=> string(77) " Regularization and Optimization\Gradient Checking\Gradient+Checking+v1.ipynb" [2]=> string(6) " 27110" [3]=> string(21) " 2021-02-06 19:23:0 " } array(4) { [0]=> string(82) "coursera-deep-learning-master\Improving Deep Neural Networks-Hyperparameter tuning" [1]=> string(62) " Regularization and Optimization\Gradient Checking\gc_utils.py" [2]=> string(5) " 1970" [3]=> string(21) " 2021-02-06 19:23:0 " } array(4) { [0]=> string(82) "coursera-deep-learning-master\Improving Deep Neural Networks-Hyperparameter tuning" [1]=> string(63) " Regularization and Optimization\Gradient Checking\testCases.py" [2]=> string(4) " 521" [3]=> string(21) " 2021-02-06 19:23:0 " } array(4) { [0]=> string(82) "coursera-deep-learning-master\Improving Deep Neural Networks-Hyperparameter tuning" [1]=> string(47) " Regularization and Optimization\Initialization" [2]=> string(2) " 0" [3]=> string(21) " 2021-02-06 19:23:0 " } array(4) { [0]=> string(82) "coursera-deep-learning-master\Improving Deep Neural Networks-Hyperparameter tuning" [1]=> string(68) " Regularization and Optimization\Initialization\Initialization.ipynb" [2]=> string(7) " 213114" [3]=> string(21) " 2021-02-06 19:23:0 " } array(4) { [0]=> string(82) "coursera-deep-learning-master\Improving Deep Neural Networks-Hyperparameter tuning" [1]=> string(61) " Regularization and Optimization\Initialization\init_utils.py" [2]=> string(5) " 7689" [3]=> string(21) " 2021-02-06 19:23:0 " } coursera-deep-learning 联合开发网 - pudn.com
上传   管理   搜索   留言
Pudn.com > 下载中心  > 人工智能/神经网络/深度学习  > coursera-deep-learning
coursera-deep-learning
下载(0) 赞(611) 踩(0) 评论(0) 收藏(0)
所属分类：人工智能/神经网络/深度学习
开发工具：Jupyter Notebook
文件大小：8118KB
下载次数：0
上传日期：2021-02-06 11:23:04
上 传 者：sh-1993
说明：  coursera深度学习，所有测验和所有编程作业的解决方案！！！
(coursera-deep-learning,Solutions to all quiz and all the programming assignments!!!)
文件列表:
.DS_Store (6148, 2021-02-06)
Convolutional Neural Networks (0, 2021-02-06)
Convolutional Neural Networks\Car detection for Autonomous Driving (0, 2021-02-06)
Convolutional Neural Networks\Car detection for Autonomous Driving\Autonomous+driving+application+-+Car+detection+-+v3.ipynb (69649, 2021-02-06)
Convolutional Neural Networks\Car detection for Autonomous Driving\yad2k (0, 2021-02-06)
Convolutional Neural Networks\Car detection for Autonomous Driving\yad2k\models (0, 2021-02-06)
Convolutional Neural Networks\Car detection for Autonomous Driving\yad2k\models\keras_darknet19.py (2388, 2021-02-06)
Convolutional Neural Networks\Car detection for Autonomous Driving\yad2k\models\keras_yolo.py (16614, 2021-02-06)
Convolutional Neural Networks\Car detection for Autonomous Driving\yad2k\utils (0, 2021-02-06)
Convolutional Neural Networks\Car detection for Autonomous Driving\yad2k\utils\__init__.py (21, 2021-02-06)
Convolutional Neural Networks\Car detection for Autonomous Driving\yad2k\utils\utils.py (473, 2021-02-06)
Convolutional Neural Networks\Car detection for Autonomous Driving\yolo_utils.py (3218, 2021-02-06)
Convolutional Neural Networks\Convolutional Model- step by step (0, 2021-02-06)
Convolutional Neural Networks\Convolutional Model- step by step\Convolution+model+-+Application+-+v1.ipynb (55146, 2021-02-06)
Convolutional Neural Networks\Convolutional Model- step by step\Convolution+model+-+Step+by+Step+-+v2.ipynb (58078, 2021-02-06)
Convolutional Neural Networks\Convolutional Model- step by step\cnn_utils.py (5635, 2021-02-06)
Convolutional Neural Networks\Face Recognition (0, 2021-02-06)
Convolutional Neural Networks\Face Recognition\Face+Recognition+for+the+Happy+House+-+v3.ipynb (31566, 2021-02-06)
Convolutional Neural Networks\Face Recognition\fr_utils.py (8484, 2021-02-06)
Convolutional Neural Networks\Face Recognition\inception_blocks_v2.py (11287, 2021-02-06)
Convolutional Neural Networks\Neural Style Transfer (0, 2021-02-06)
Convolutional Neural Networks\Neural Style Transfer\Art+Generation+with+Neural+Style+Transfer+-+v2.ipynb (769692, 2021-02-06)
Convolutional Neural Networks\Neural Style Transfer\nst_utils.py (6716, 2021-02-06)
Convolutional Neural Networks\ResNets (0, 2021-02-06)
Convolutional Neural Networks\ResNets\Residual+Networks+-+v2.ipynb (48373, 2021-02-06)
Convolutional Neural Networks\ResNets\resnets_utils.py (4723, 2021-02-06)
Convolutional Neural Networks\week1 quiz.md (2801, 2021-02-06)
Convolutional Neural Networks\week2 quiz.md (3993, 2021-02-06)
Convolutional Neural Networks\week3 quiz.md (2979, 2021-02-06)
Convolutional Neural Networks\week4 quiz.md (2342, 2021-02-06)
... ...

-------------------------------------------------------------------------------- A series of online courses offered by [deeplearning.ai](https://www.deeplearning.ai/). I would like to say thanks to Prof. [**Andrew Ng**](www.andrewng.org) and his colleagues for spreading knowledge to normal people and great courses sincerely. ### Reminder ------------------- The reason I would like to create this repository is purely for academic use (in case for my future use). I am really glad if you can use it as a reference and happy to discuss with you about issues related with the course even for further deep learning techniques. **Please only use it as a reference**. The quiz and assignments are relatively easy to answer, hope you can have fun with the courses. ### 1. Neural Network and Deep Learning * Week 1 * [Quiz 1](https://github.com/HeroKillerEver/coursera-deep-learning/blob/master/Neural%20Networks%20and%20Deep%20Learning/week1%20quiz.md) * [Logistic Regression as a Neural Network](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Neural%20Networks%20and%20Deep%20Learning/Logistic%20Regression%20as%20a%20Neural%20Network) * Week 2 * [Quiz 2](https://github.com/HeroKillerEver/coursera-deep-learning/blob/master/Neural%20Networks%20and%20Deep%20Learning/week2%20quiz.md) * [Logistic Regression as a Neural Network](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Neural%20Networks%20and%20Deep%20Learning/Logistic%20Regression%20as%20a%20Neural%20Network) * Week 3 * [Quiz 3](https://github.com/HeroKillerEver/coursera-deep-learning/blob/master/Neural%20Networks%20and%20Deep%20Learning/week3%20quiz.md) * [Building your Deep Neural Network - Step by Step](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Neural%20Networks%20and%20Deep%20Learning/Building%20your%20Deep%20Neural%20Network%20-%20Step%20by%20Step) * [Deep Neural Network Application-Image Classification](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Neural%20Networks%20and%20Deep%20Learning/Deep%20Neural%20Network%20Application-Image%20Classification) ### 2. Improving Deep Neural Networks-Hyperparameter tuning, Regularization and Optimization * Week 1 * [Quiz 1](https://github.com/HeroKillerEver/coursera-deep-learning/blob/master/Improving%20Deep%20Neural%20Networks-Hyperparameter%20tuning%2C%20Regularization%20and%20Optimization/week1%20quiz.md) * [Initialization](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Improving%20Deep%20Neural%20Networks-Hyperparameter%20tuning%2C%20Regularization%20and%20Optimization/Initialization) * [Regularization](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Improving%20Deep%20Neural%20Networks-Hyperparameter%20tuning%2C%20Regularization%20and%20Optimization/Regularization) * [Gradient Checking](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Improving%20Deep%20Neural%20Networks-Hyperparameter%20tuning%2C%20Regularization%20and%20Optimization/Gradient%20Checking) * Week 2 * [Quiz 2](https://github.com/HeroKillerEver/coursera-deep-learning/blob/master/Improving%20Deep%20Neural%20Networks-Hyperparameter%20tuning%2C%20Regularization%20and%20Optimization/week2%20quiz.md) * [Optimization](https://github.com/HeroKillerEver/coursera-deep-learning/blob/master/Improving%20Deep%20Neural%20Networks-Hyperparameter%20tuning%2C%20Regularization%20and%20Optimization/Optimization) * Week 3 * [Quiz 3](https://github.com/HeroKillerEver/coursera-deep-learning/blob/master/Improving%20Deep%20Neural%20Networks-Hyperparameter%20tuning%2C%20Regularization%20and%20Optimization/week3%20quiz.md) * [Tensorflow](https://github.com/HeroKillerEver/coursera-deep-learning/blob/master/Improving%20Deep%20Neural%20Networks-Hyperparameter%20tuning%2C%20Regularization%20and%20Optimization/Tensorflow) ### 3. Structuring Machine Learning Projects * Week 1 * [Quiz 1](https://github.com/HeroKillerEver/coursera-deep-learning/blob/master/Structuring%20Machine%20Learning%20Projects/week1%20quiz.md) * Week 2 * [Quiz 2](https://github.com/HeroKillerEver/coursera-deep-learning/blob/master/Structuring%20Machine%20Learning%20Projects/week2%20quiz.md) ### 4. Convolutional Neural Network * Week 1 * [Quiz 1](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Convolutional%20Neural%20Networks/week1%20quiz.md) * [Convolutional Model- step by step](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Convolutional%20Neural%20Networks/Convolutional%20Model-%20step%20by%20step) * Week 2 * [Quiz 2](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Convolutional%20Neural%20Networks/week2%20quiz.md) * [ResNets](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Convolutional%20Neural%20Networks/ResNets) * Week 3 * [Quiz 3](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Convolutional%20Neural%20Networks/week3%20quiz.md) * [Car detection for Autonomous Driving](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Convolutional%20Neural%20Networks/Car%20detection%20for%20Autonomous%20Driving) * Week 4 * [Quiz 4](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Convolutional%20Neural%20Networks/week4%20quiz.md) * [Neural Style Transfer](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Convolutional%20Neural%20Networks/Neural%20Style%20Transfer) * [Face Recognition](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Convolutional%20Neural%20Networks/Face%20Recognition) ### 5. Sequence Models * Week 1 * [Quiz 1](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Sequence%20Models/week1%20quiz.md) * [Building a Recurrent Neural Network - Step by Step](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Sequence%20Models/Building%20a%20Recurrent%20Neural%20Network%20-%20Step%20by%20Step) * [Dinosaur Island -- Character-level language model](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Sequence%20Models/Dinosaur%20Island%20--%20Character-level%20language%20model) * [Jazz improvisation with LSTM](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Sequence%20Models/Jazz%20improvisation%20with%20LSTM) * Week 2 * [Quiz 2](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Sequence%20Models/week2%20quiz.md) * [Word Vector Representation](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Sequence%20Models/Word%20Vector%20Representation) * [Emojify](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Sequence%20Models/Emojify) * Week 3 * [Quiz 3](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Sequence%20Models/week3%20quiz.md) * [Machine Translation](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Sequence%20Models/Machine%20Translation) * [Trigger Word Detection](https://github.com/HeroKillerEver/coursera-deep-learning/tree/master/Sequence%20Models/Trigger%20word%20detection)
### Author Haibin Yu/ [@HeroKillerEver](https://github.com/HeroKillerEver)
近期下载者：
相关文件：
收藏者：

© 联合开发网 from 2004 | 联系站长 | 湘ICP备2023001425号 | 网安备43010502000604 |