{
  "generated_at": "2026-03-03 00:00:54.893221",
  "summary": {
    "binary_core": "Supported (native parity verified)",
    "multiclass_core": "Supported (native parity verified)",
    "continuous_core": "Supported (native parity verified)"
  },
  "rows": [
    {
      "section": "Optimal binning tutorials",
      "tutorial": "optimal binning with binary target",
      "status": "Supported (native parity verified)"
    },
    {
      "section": "Optimal binning tutorials",
      "tutorial": "optimal binning with binary target - LocalSolver",
      "status": "Supported (LocalSolver API path implemented; engine unavailable in current environment)"
    },
    {
      "section": "Optimal binning tutorials",
      "tutorial": "optimal binning with binary target - large scale",
      "status": "Supported (large_scale profile implemented and parity-validated)"
    },
    {
      "section": "Optimal binning tutorials",
      "tutorial": "optimal binning with continuous target",
      "status": "Supported (native parity verified)"
    },
    {
      "section": "Optimal binning tutorials",
      "tutorial": "optimal binning with multiclass target",
      "status": "Supported (native parity verified)"
    },
    {
      "section": "Binning process tutorials",
      "tutorial": "Binning process with sklearn Pipeline",
      "status": "Supported (native BinningProcess API implemented in R)"
    },
    {
      "section": "Binning process tutorials",
      "tutorial": "FICO Explainable Machine Learning Challenge",
      "status": "Supported (FICO end-to-end workflow implemented; python parity check added)"
    },
    {
      "section": "Binning process tutorials",
      "tutorial": "FICO Explainable Machine Learning Challenge - Updating Binning",
      "status": "Supported (native update_binning_process workflow implemented in R)"
    },
    {
      "section": "Binning process tutorials",
      "tutorial": "Telco customer churn",
      "status": "Supported (Telco churn workflow implemented; python parity check added)"
    },
    {
      "section": "Scorecard tutorials",
      "tutorial": "Scorecard with binary target",
      "status": "Supported (native binary Scorecard API implemented in R)"
    },
    {
      "section": "Scorecard tutorials",
      "tutorial": "Scorecard with continuous target",
      "status": "Supported (native continuous Scorecard API implemented in R)"
    },
    {
      "section": "Scorecard tutorials",
      "tutorial": "Scorecard monitoring",
      "status": "Supported (native scorecard_monitoring implemented in R)"
    },
    {
      "section": "Scorecard tutorials",
      "tutorial": "Counterfactual explanations for scorecard with binary target",
      "status": "Supported (native counterfactual_scorecard implemented in R)"
    },
    {
      "section": "Scorecard tutorials",
      "tutorial": "Counterfactual explanations for scorecard with continuous target",
      "status": "Supported (native counterfactual_scorecard implemented in R)"
    },
    {
      "section": "Optimal piecewise binning tutorials",
      "tutorial": "optimal piecewise binning with binary target",
      "status": "Supported (native OptimalPWBinning binary API implemented in R)"
    },
    {
      "section": "Optimal piecewise binning tutorials",
      "tutorial": "optimal piecewise binning with continuous target",
      "status": "Supported (native OptimalPWBinning continuous API implemented in R)"
    },
    {
      "section": "Optimal binning for batch and streaming data processing",
      "tutorial": "optimal binning sketch with binary target",
      "status": "Supported (native OptimalBinningSketch API implemented in R)"
    },
    {
      "section": "Optimal binning for batch and streaming data processing",
      "tutorial": "optimal binning sketch with binary target using PySpark",
      "status": "Not yet (PySpark integration not implemented)"
    },
    {
      "section": "Optimal binning under uncertainty",
      "tutorial": "optimal binning with binary target under uncertainty",
      "status": "Supported (native OptimalBinningUncertainty API implemented in R)"
    },
    {
      "section": "Optimal binning 2D",
      "tutorial": "optimal binning 2D with binary target",
      "status": "Supported (native OptimalBinning2D binary API implemented in R)"
    },
    {
      "section": "Optimal binning 2D",
      "tutorial": "optimal binning 2D with continuous target",
      "status": "Supported (native OptimalBinning2D continuous API implemented in R)"
    }
  ]
}
