github mljar/mljar-supervised 0.3.0

latest releases: v1.1.1, v1.1.0, v1.0.2...
4 years ago

enhancement

  • #83 Compare all models visually
  • #79 Aggregate importances to one plot
  • #78 Sort linear model coefficients
  • #77 Shuffle generated models
  • #75 Add SHAP explanations to models
  • #69 Add skip_interpret argument
  • #61 Add ExtraTrees
  • #52 Add Linear and Logistic Regression support
  • #51 Add LightGBM support
  • #27 feature importance [enhancement]
  • #68 Add minimum number of steps for algorithm

bug

  • #66 Doesnt work with bytes as class
  • #65 Dont generate parameters for Baseline
  • #63 wrong time estimation for model training
  • #62 Hill climbing not iterating on all algorithms
  • #60 Show number of trees in learning curves

refactor

  • #47 Refactor AutoML additional_metrics method

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