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▬▬ Papers / Resources ▬▬▬
Colab Notebook: colab.research...
Kruskal Paper 1964: cda.psych.uiuc....
Very old MDS Website: www.analytictec...
Rearrange Scalar Product:
- www.sjsu.edu/f...
- github.com/dre...
Metrics Blog Post: towardsdatasci...
Proof that MDS has no unique solution: github.com/dre...
Best MDS Tutorials:
- www.jstatsoft....
- rich-d-wilkins...
- pages.mtu.edu/...
- www.stat.pitt....
- Past, Present & Future of MDS: repub.eur.nl/p...
- jessicastringh...
- ccrma.stanford...
- github.com/dre...
- cda.psych.uiuc....
- rstudio-pubs-s...
Tübingen University Video:
• Statistical Machine Le...
Image Sources:
- www.researchga...
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▬▬ Used Icons ▬▬▬▬▬▬▬▬▬▬
All Icons are from flaticon: www.flaticon.c...
▬▬ Timestamps ▬▬▬▬▬▬▬▬▬▬▬
00:00 Introduction
00:36 Why learning old stuff?
01:19 Basics of MDS
02:26 Example from Psychometrics
03:50 Symmetry of Distance Matrix
04:17 Mathematical Framework
05:58 3 MDS Variants
07:20 Symbolic notations
07:45 Classical MDS (potentially boring)
12:31 Metric MDS
20:25 Brilliant.org Sponsoring
21:31 Code
25:20 Non-metric MDS
28:26 Summary Table
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Негізгі бет Multidimensional Scaling (MDS) | Dimensionality Reduction Techniques (3/5)
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