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Practical Guide to Applied Conformal Prediction in Python

You're reading from   Practical Guide to Applied Conformal Prediction in Python Learn and apply the best uncertainty frameworks to your industry applications

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Product type Paperback
Published in Dec 2023
Publisher Packt
ISBN-13 9781805122760
Length 240 pages
Edition 1st Edition
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Author (1):
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Valery Manokhin Valery Manokhin
Author Profile Icon Valery Manokhin
Valery Manokhin
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Table of Contents (19) Chapters Close

Preface 1. Part 1: Introduction FREE CHAPTER
2. Chapter 1: Introducing Conformal Prediction 3. Chapter 2: Overview of Conformal Prediction 4. Part 2: Conformal Prediction Framework
5. Chapter 3: Fundamentals of Conformal Prediction 6. Chapter 4: Validity and Efficiency of Conformal Prediction 7. Chapter 5: Types of Conformal Predictors 8. Part 3: Applications of Conformal Prediction
9. Chapter 6: Conformal Prediction for Classification 10. Chapter 7: Conformal Prediction for Regression 11. Chapter 8: Conformal Prediction for Time Series and Forecasting 12. Chapter 9: Conformal Prediction for Computer Vision 13. Chapter 10: Conformal Prediction for Natural Language Processing 14. Part 4: Advanced Topics
15. Chapter 11: Handling Imbalanced Data 16. Chapter 12: Multi-Class Conformal Prediction 17. Index 18. Other Books You May Enjoy

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