Pipeline Options

• Loaders
  • “identity”
  • “volume rois”
  • “connectivity”
• Imputers
  • “mean”
  • “median”
  • “most frequent”
  • “constant”
  • “iterative”
• Scalers
  • “standard”
  • “minmax”
  • “maxabs”
  • “robust”
  • “yeo”
  • “boxcox”
  • “winsorize”
  • “quantile norm”
  • “quantile uniform”
  • “normalize”
• Transformers
  • “pca”
  • “sparse pca”
  • “mini batch sparse pca”
  • “factor analysis”
  • “dictionary learning”
  • “mini batch dictionary learning”
  • “fast ica”
  • “incremental pca”
  • “kernel pca”
  • “nmf”
  • “truncated svd”
  • “one hot encoder”
  • “dummy coder”
• Feat Selectors
  • binary
  • regression
  • categorical
• Models
  • binary
  • regression
  • categorical
• Ensemble Types
  • binary
  • regression
  • categorical
• Scorers
  • binary
  • regression
  • categorical