15 Improving Models and Advanced CNN Design/02 Introduction to Regularization.mkv

15 Improving Models and Advanced CNN Design/04 L1 and L2 Regularization.mkv

15 Improving Models and Advanced CNN Design/08 When Do We Use Regularization.mkv

15 Improving Models and Advanced CNN Design/09 Training a Fashion Classifider (FNIST) with no Regularization Using Keras.mkv

15 Improving Models and Advanced CNN Design/10 Training a Fashion Classifider (FNIST) with Regularization Using Keras.mkv

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Материалы школы/ds3-spring-2018-master/2. Basic Algorithms/2.4 Accuracy_regularization/adult.csv

Материалы школы/ds3-spring-2018-master/2. Basic Algorithms/2.4 Accuracy_regularization/affair_data.csv

Материалы школы/ds3-spring-2018-master/2. Basic Algorithms/2.4 Accuracy_regularization/athletes.csv

Материалы школы/ds3-spring-2018-master/2. Basic Algorithms/2.4 Accuracy_regularization/athletes_classifier.ipynb

Материалы школы/ds3-spring-2018-master/2. Basic Algorithms/2.4 Accuracy_regularization/cross_val_score.ipynb

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Part 06-Module 01-Lesson 01_Neural Networks/img/regularization-quiz.png

Part 06-Module 01-Lesson 01_Neural Networks/10. DL 53 Q Regularization-KxROxcRsHL8.en.vtt

Part 06-Module 01-Lesson 01_Neural Networks/10. DL 53 Q Regularization-KxROxcRsHL8.mp4

Part 06-Module 01-Lesson 01_Neural Networks/10. DL 53 Q Regularization-KxROxcRsHL8.pt-BR.vtt

Part 06-Module 01-Lesson 01_Neural Networks/10. DL 53 Q Regularization-KxROxcRsHL8.zh-CN.vtt

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Machine Learning Crash Course for Beginners using Python [UdemyLibrary.com]/8. Overfitting, Underfitting and Generalization/3. Regularization.mp4

Machine Learning Crash Course for Beginners using Python [UdemyLibrary.com]/8. Overfitting, Underfitting and Generalization/3. Regularization.srt

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z.9781836649373_Code/linear_regression_class/l1_regularization.py

z.9781836649373_Code/linear_regression_class/l2_regularization.py

z.9781836649373_Code/logistic_regression_class/l1_regularization.py

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Chapter 05 Week 05 - Introduction to Machine Learning/004. Day 3 - Advanced Regression Models Polynomial Regression and Regularization.en.srt

Chapter 05 Week 05 - Introduction to Machine Learning/004. Day 3 - Advanced Regression Models Polynomial Regression and Regularization.mp4

Chapter 08 Week 08 - Model Tuning and Optimization/005. Day 4 - Regularization Techniques for Model Optimization.en.srt

Chapter 08 Week 08 - Model Tuning and Optimization/005. Day 4 - Regularization Techniques for Model Optimization.mp4

Chapter 10 Week 10 - Convolutional Neural Networks (CNNs)/007. Day 6 - Regularization and Data Augmentation for CNNs.en.srt

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Miscellaneous Papers/Regularization of the Hamiltonian Constraint... (2010).pdf

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13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/9. Regularization, Overfitting, Generalization and Test Datasets.mp4

13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/9. Regularization, Overfitting, Generalization and Test Datasets.srt

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6. Neural Networks Explained in Detail/9. Regularization, Overfitting, Generalization and Test Datasets.mp4

6. Neural Networks Explained in Detail/9. Regularization, Overfitting, Generalization and Test Datasets.srt

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Chapter 5-Week 5 Introduction to Machine Learning/37 Day 3 Advanced Regression Models – Polynomial Regression and Regularization.mp4

Chapter 5-Week 5 Introduction to Machine Learning/37 Day 3 Advanced Regression Models – Polynomial Regression and Regularization.srt

Chapter 8-Week 8 Model Tuning and Optimization/62 Day 4 Regularization Techniques for Model Optimization.mp4

Chapter 8-Week 8 Model Tuning and Optimization/62 Day 4 Regularization Techniques for Model Optimization.srt

Chapter 10-Week 10 Convolutional Neural Networks (CNNs)/80 Day 6 Regularization and Data Augmentation for CNNs.mp4

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Miscellaneous Articles/Overregularization in Language Acquisition (1992).pdf

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10. Building a RNN/9. Step 8 - Implementing Dropout Regularization in LSTM Networks for Forecasting.mp4

10. Building a RNN/9. Step 8 - Implementing Dropout Regularization in LSTM Networks for Forecasting.vtt

20. AutoEncoders Intuition/7. Denoising Autoencoders Deep Learning Regularization Technique Explained.mp4

20. AutoEncoders Intuition/7. Denoising Autoencoders Deep Learning Regularization Technique Explained.vtt

20. AutoEncoders Intuition/8. What are Contractive Autoencoders Deep Learning Regularization Techniques.mp4

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11、课程：拟合与过拟合的定义/7、正则化Regularization.MP4

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5 - MACHINE LEARNING IN PYTHON/134 - Case Study 3 Regularization and Dropouts English.srt

5 - MACHINE LEARNING IN PYTHON/134 - Case Study 3 Regularization and Dropouts.mp4

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10. Deep Learning and Tensorflow Part 1/5. [Activity] Improving our Classifier with Dropout Regularization.mp4

10. Deep Learning and Tensorflow Part 1/5. [Activity] Improving our Classifier with Dropout Regularization.vtt

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10. Deep Learning and Tensorflow Part 1/5. [Activity] Improving our Classifier with Dropout Regularization.mp4

10. Deep Learning and Tensorflow Part 1/5. [Activity] Improving our Classifier with Dropout Regularization.vtt

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10. Deep Learning and Tensorflow Part 1/5. [Activity] Improving our Classifier with Dropout Regularization.mp4

10. Deep Learning and Tensorflow Part 1/5. [Activity] Improving our Classifier with Dropout Regularization.vtt

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Machine_Learning_Fundamentals_-_Learning_to_Make_Recommendations/6_6._Testing_Our_System/Use_regularization.mp4

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5. Word Embeddings using GloVe/5. Regularization for Matrix Factorization.mp4

5. Word Embeddings using GloVe/5. Regularization for Matrix Factorization.vtt

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82 - [Activity] Improving our Classifier with Dropout Regularization.mp4

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