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Accountant
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Classroom Contents
Diffprivlib - Privacy-Preserving Machine Learning with Scikit-Learn
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- 1 Intro
- 2 Data privacy
- 3 Diffprivlib approach
- 4 What is Diffprivlib
- 5 Mechanisms
- 6 Models
- 7 Tools
- 8 Accountant
- 9 Introduction to Diffprivlib
- 10 Running the classifier
- 11 Building a baseline
- 12 Import Diffprivlib models
- 13 Budget accountant
- 14 Preprocessing
- 15 Histogram
- 16 Results
- 17 Budget
- 18 Twodimensional histograms
- 19 Color maps
- 20 Queries
- 21 Additional Resources
- 22 Questions
