nirs4all.data.schema package

Subpackages

• nirs4all.data.schema.validation package
  • Submodules
    • nirs4all.data.schema.validation.error_codes module
      • DiagnosticBuilder
      • DiagnosticMessage
      • DiagnosticReport
      • ErrorCategory
      • ErrorCode
      • ErrorRegistry
      • ErrorSeverity
    • nirs4all.data.schema.validation.validators module
      • ConfigValidator
      • ValidationError
      • ValidationResult
      • ValidationWarning
      • validate_config()

Submodules

• nirs4all.data.schema.config module
  • AggregateMethod
    • AggregateMethod.MEAN
    • AggregateMethod.MEDIAN
    • AggregateMethod.VOTE
  • CategoricalMode
    • CategoricalMode.AUTO
    • CategoricalMode.NONE
    • CategoricalMode.PRESERVE
  • FoldConfig
    • FoldConfig.column
    • FoldConfig.file
    • FoldConfig.folds
    • FoldConfig.format
    • FoldConfig.model_config
    • FoldConfig.to_fold_list()
    • FoldConfig.validate_fold_source()
  • FoldDefinition
    • FoldDefinition.model_config
    • FoldDefinition.train
    • FoldDefinition.val
  • HeaderUnit
    • HeaderUnit.INDEX
    • HeaderUnit.NONE
    • HeaderUnit.TEXT
    • HeaderUnit.WAVELENGTH
    • HeaderUnit.WAVENUMBER
  • NAPolicy
    • NAPolicy.ABORT
    • NAPolicy.AUTO
    • NAPolicy.IGNORE
    • NAPolicy.REMOVE_FEATURE
    • NAPolicy.REMOVE_SAMPLE
    • NAPolicy.REPLACE
  • PartitionConfig
    • PartitionConfig.column
    • PartitionConfig.model_config
    • PartitionConfig.predict
    • PartitionConfig.predict_file
    • PartitionConfig.predict_values
    • PartitionConfig.random_state
    • PartitionConfig.shuffle
    • PartitionConfig.stratify
    • PartitionConfig.test
    • PartitionConfig.test_file
    • PartitionConfig.test_values
    • PartitionConfig.train
    • PartitionConfig.train_file
    • PartitionConfig.train_values
    • PartitionConfig.type
    • PartitionConfig.unknown_policy
    • PartitionConfig.validate_partition_method()
  • SignalTypeEnum
    • SignalTypeEnum.ABSORBANCE
    • SignalTypeEnum.AUTO
    • SignalTypeEnum.KUBELKA_MUNK
    • SignalTypeEnum.LOG_1_R
    • SignalTypeEnum.REFLECTANCE
    • SignalTypeEnum.REFLECTANCE_PERCENT
    • SignalTypeEnum.TRANSMITTANCE
    • SignalTypeEnum.TRANSMITTANCE_PERCENT
  • TaskType
    • TaskType.AUTO
    • TaskType.BINARY_CLASSIFICATION
    • TaskType.MULTICLASS_CLASSIFICATION
    • TaskType.REGRESSION