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A bunch of regressions in R and Python from my studies and other projects

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ml-regressions

Various disorganized regression projects in Python and R from my studies and other projects

Upload so far :

  • R/Py: SLR (linearized with Gradient Descent in Py)
  • R/Py: Logistic (linearized with Gradient Descent in Py)
  • R: MLR
  • R: GLMs
  • R: Methods for variable selection in regressions
  • R: parametric bootstrapping
  • R: Elastic Net Logistic Regression (L1 and L2)

Things left to upload:

  • Cleaning and story telling
  • Py: Linearized Multivariate Linear Regression with Gradient Descent
  • Py: Linearized Multivariate Logistic Regression with Gradient Descent (and other GLMs)
  • Py: L1 (LASSO) & L2 (RIDGE) Linear Regression
  • R/Py: Regression kernels
  • R/Py: Bayesian regression

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A bunch of regressions in R and Python from my studies and other projects

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