navdeep-G/interpretable-ml

Issues

• Organize README

  #33 opened 4 years ago by navdeep-G
  0

• Add more examples for simulated data

  #35 opened 4 years ago by navdeep-G
  1

• Add DIA for simulated data

  #39 opened 4 years ago by navdeep-G
  0

• Add residual and sensitivity analysis for simulated data

  #38 opened 4 years ago by navdeep-G
  0

• Add LIME for simulated data

  #37 opened 4 years ago by navdeep-G
  0

• Add DT surrogate for simulated data

  #36 opened 4 years ago by navdeep-G
  0

• Add notebooks that showcase debugging ML models

  #34 opened 5 years ago by navdeep-G
  0

• Add AIR to DIA notebook

  #30 opened 5 years ago by navdeep-G
  0

• Use datatable in DIA notebook

  #28 opened 5 years ago by navdeep-G
  1

• Comparative Charts

  #17 opened 5 years ago by pramitchoudhary
  0

• Cross validation plot

  #21 opened 5 years ago by pramitchoudhary
  0

• Adjusting the color for the Shapely plots per class

  #18 opened 5 years ago by pramitchoudhary
  0

• R markdown notebooks

  #7 opened 6 years ago by navdeep-G
  2

• Regression notebooks

  #8 opened 5 years ago by navdeep-G
  0

• Tentative Outline

  #13 opened 5 years ago by jphall663
  3

• Clean up notebooks

  #25 opened 5 years ago by navdeep-G
  0

• Disparate Impact Analysis

  #27 opened 5 years ago by navdeep-G
  0

• Add local Shapley explanations/analysis to binomial simulated data use case

  #12 opened 5 years ago by navdeep-G
  0

• Clean up lime explainer and data maker/getter

  #9 opened 5 years ago by navdeep-G
  0

• Add 2-way Partial plots

  #20 opened 6 years ago by pramitchoudhary
  0

• Correlation matrix

  #19 opened 6 years ago by pramitchoudhary
  0

• ROC plots

  #16 opened 6 years ago by pramitchoudhary
  0

• Confusion Matrix plot

  #15 opened 6 years ago by pramitchoudhary
  0

• Add more use cases

  #11 opened 6 years ago by navdeep-G
  0

• Organize README

  #6 opened 6 years ago by navdeep-G
  0

• Add pdf of tex file

  #3 opened 6 years ago by navdeep-G
  0

• Add decision tree surrogate notebook

  #5 opened 6 years ago by navdeep-G
  0

• Add multinomial version of credit card notebook (monotonic XGBoost, PDP, ICE, & Shapley)

  #4 opened 6 years ago by navdeep-G
  5

• Add R examples

  #2 opened 6 years ago by navdeep-G
  0

• Add Python examples

  #1 opened 6 years ago by navdeep-G
  0