siml.preprocessing.siml_scalers package

Subpackages

• siml.preprocessing.siml_scalers.scale_functions package
  • Submodules
  • siml.preprocessing.siml_scalers.scale_functions.identity_scaler module
    • IdentityScaler
      • IdentityScaler.inverse_transform()
      • IdentityScaler.is_erroneous()
      • IdentityScaler.partial_fit()
      • IdentityScaler.transform()
      • IdentityScaler.use_diagonal
  • siml.preprocessing.siml_scalers.scale_functions.interface_scaler module
    • ISimlScaler
      • ISimlScaler.inverse_transform()
      • ISimlScaler.is_erroneous()
      • ISimlScaler.partial_fit()
      • ISimlScaler.transform()
      • ISimlScaler.use_diagonal
  • siml.preprocessing.siml_scalers.scale_functions.isoam_scaler module
    • IsoAMScaler
      • IsoAMScaler.inverse_transform()
      • IsoAMScaler.is_erroneous()
      • IsoAMScaler.partial_fit()
      • IsoAMScaler.transform()
      • IsoAMScaler.use_diagonal
  • siml.preprocessing.siml_scalers.scale_functions.max_abs_scaler module
    • MaxAbsScaler
      • MaxAbsScaler.inverse_transform()
      • MaxAbsScaler.is_erroneous()
      • MaxAbsScaler.partial_fit()
      • MaxAbsScaler.transform()
      • MaxAbsScaler.use_diagonal
  • siml.preprocessing.siml_scalers.scale_functions.min_max_scaler module
    • MinMaxScaler
      • MinMaxScaler.is_erroneous()
      • MinMaxScaler.use_diagonal
  • siml.preprocessing.siml_scalers.scale_functions.sparse_standard_scaler module
    • SparseStandardScaler
      • SparseStandardScaler.inverse_transform()
      • SparseStandardScaler.is_erroneous()
      • SparseStandardScaler.partial_fit()
      • SparseStandardScaler.transform()
      • SparseStandardScaler.use_diagonal
      • SparseStandardScaler.vars
  • siml.preprocessing.siml_scalers.scale_functions.standard_scaler module
    • StandardScaler
      • StandardScaler.is_erroneous()
      • StandardScaler.use_diagonal
  • siml.preprocessing.siml_scalers.scale_functions.user_defined_scaler module
    • UserDefinedScaler
      • UserDefinedScaler.inverse_transform()
      • UserDefinedScaler.is_erroneous()
      • UserDefinedScaler.partial_fit()
      • UserDefinedScaler.transform()
      • UserDefinedScaler.use_diagonal
  • Module contents
    • create_scaler()

Submodules

siml.preprocessing.siml_scalers.scaler_result_save module

class siml.preprocessing.siml_scalers.scaler_result_save.DefaultSaveFunction

Bases: IScalingSaveFunction

class siml.preprocessing.siml_scalers.scaler_result_save.IScalingSaveFunction

Bases: object

siml.preprocessing.siml_scalers.scaler_wrapper module

class siml.preprocessing.siml_scalers.scaler_wrapper.SimlScalerWrapper(method_name: str, *, componentwise: bool = True, key: bytes | None = None, group_id: int | None = None, **kwards)

Bases: ISimlScaler

classmethod create(dict_data: dict, key: bytes | None = None)

get_dumped_dict() → dict

inverse_transform(data: ndarray | coo_matrix | csr_matrix | csc_matrix) → ndarray | coo_matrix

is_erroneous() → bool

lazy_partial_fit(data_files: list[siml.path_like_objects.siml_files.interface.ISimlNumpyFile]) → None

partial_fit(data: ndarray | coo_matrix | csr_matrix | csc_matrix) → None

transform(data: ndarray | coo_matrix | csr_matrix | csc_matrix) → ndarray | coo_matrix

property use_diagonal: bool

Module contents