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Solving Overfitting in Neural Networks

Solving Overfitting in Neural Networks

Valerio Velardo - The Sound of AI via YouTube Direct link

Regularization

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Regularization

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Classroom Contents

Solving Overfitting in Neural Networks

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  1. 1 Introduction
  2. 2 Identifying Overfitting
  3. 3 Results
  4. 4 Overview
  5. 5 Simple Architecture
  6. 6 Audio Data Documentation
  7. 7 Early Stop
  8. 8 Dropout
  9. 9 Dropout probability
  10. 10 Regularization
  11. 11 Regularization Examples
  12. 12 Coding
  13. 13 Conclusion

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