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Automated Hyperparameter Tuning for Deep Neural Networks

Automated Hyperparameter Tuning for Deep Neural Networks

Abhishek Thakur via YouTube Direct link

Introduction

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Introduction

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Classroom Contents

Automated Hyperparameter Tuning for Deep Neural Networks

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  1. 1 Introduction
  2. 2 Dataset class
  3. 3 Start with train.py
  4. 4 Cross-validation folds
  5. 5 Reading the data
  6. 6 Engine
  7. 7 Model
  8. 8 Add model and engine to training
  9. 9 Optuna
  10. 10 Start tuning with Optuna
  11. 11 Training, suggestions and outro

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