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Classroom Contents
Peter Bubenik - Topological Data Analysis for Biological Images
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- 1 Introduction
- 2 Persistent homology
- 3 Structure theorem
- 4 Real data
- 5 Data science
- 6 Persistence landscape
- 7 Stability
- 8 Joint project
- 9 Actin cytoskeleton
- 10 Profilin
- 11 Subsample patches
- 12 Persistence landscapes
- 13 Support vector regression
- 14 Results
- 15 Visualization
- 16 Thank you
- 17 Wrap up
- 18 Parallel lines
- 19 Challenges
- 20 Questions
