https://github.com/sk-g/curvefittingmatlab

Recreating Chapter 1 topics from PRML. Curve fitting with matlab. Manual code for cross validation.
https://github.com/sk-g/curvefittingmatlab

cross-validation curve-fitting machine-learning matlab matlab-script pattern-recognition

Last synced: about 1 month ago
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Recreating Chapter 1 topics from PRML. Curve fitting with matlab. Manual code for cross validation.

• Host: GitHub
• URL: https://github.com/sk-g/curvefittingmatlab
• Owner: sk-g
• Created: 2018-03-17T18:21:09.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2018-03-17T18:27:36.000Z (over 7 years ago)
• Last Synced: 2025-04-03T11:46:30.951Z (6 months ago)
• Topics: cross-validation, curve-fitting, machine-learning, matlab, matlab-script, pattern-recognition
• Language: Matlab
• Homepage:
• Size: 905 KB
• Stars: 1
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# curveFittingMatlab

Recreating Chapter 1 topics from PRML. Curve fitting with matlab. Manual code for cross validation.

Implement regularized polynomial curve fitting.

Examples (xn, tn), n = 1..N

wi is the weight for x in, (0 ≤ i ≤ 9)

W∗ = (XX.T + λI).-1.Xt