Cheatsheets

Supervised Learning

  1. k-Nearest Neighbors [
    Supervised Learning Classification
    ] :
  2. Linear Regression [
    Supervised Learning Regression
    ] :
  3. Lasso [
    Supervised Learning Regression Regularization
    ] :
  4. Ridge [
    Supervised Learning Regression Regularization
    ] :
  5. ElasticNet [
    Supervised Learning Regression Regularization
    ] :

Unsupervised Learning

  1. k-Means [
    Unsupervised Learning
    ] :
  2. t-SNE [
    Unsupervised Learning
    ] :
  3. PCA [
    Unsupervised Learning Dimension Reduction Feature Selection
    ] :
  4. NMF [
    Unsupervised Learning
    ] : Non-negative Matrix Factoring

Published: by ;

Lei Ma (0001). 'Cheatsheets', Datumorphism, 01 April. Available at: https://datumorphism.leima.is/awesome/cheatsheets/.

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  • awesome/cheatsheets/index.md