Rare find

Stat 451. A complete course in machine learning taught through working examples and code.

github.com/rasbt/stat451-machine-learning-fs20

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Updates

September 2024
  • Merge pull request #2 from mz3r0/linspace
  • linspace creates values in a closed interval by default
December 2020
  • performance metrics slides
  • L12 code examples
  • cm code
November 2020
  • L11 content
  • L09 slides
  • add L10 contents
  • 10.8 code
  • gridsearch and randomized search
  • clarify variable name
  • k-fold cv for model eval code
  • include mnist
  • confidence intervals code restructuring
  • fixes missing plot
  • L08 material and L09 code
October 2020
  • Add ensemble method lecture 07
  • L06
  • Merge branch 'master' of https://github.com/rasbt/stat451-machine-lea…
  • L06 slides