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Pymilo Version 0.9
Published on August 13, 2024 by AmirHosein Rostami

 

PyMilo: Python for ML I/O 

 

Added

  • Anaconda workflow
  • prefix_list function in utils.util.py
  • KBinsDiscretizer preprocessing model
  • PowerTransformer preprocessing model
  • SplineTransformer preprocessing model
  • TargetEncoder preprocessing model
  • QuantileTransformer preprocessing model
  • RobustScaler preprocessing model
  • PolynomialFeatures preprocessing model
  • OrdinalEncoder preprocessing model
  • Normalizer preprocessing model
  • MaxAbsScaler preprocessing model
  • MultiLabelBinarizer preprocessing model
  • KernelCenterer preprocessing model
  • FunctionTransformer preprocessing model
  • Binarizer preprocessing model
  • Preprocessing models test runner

Changed

  • Command enum class in transporter.py
  • SerializationErrorTypes enum class in serialize_exception.py
  • DeserializationErrorTypes enum class in deserialize_exception.py
  • meta.yaml modified
  • NaN type in pymilo_param
  • NaN type transportation in GeneralDataStructureTransporter Transporter
  • BSpline Transportation in PreprocessingTransporter Transporter
  • one layer deeper transportation in PreprocessingTransporter Transporter
  • dictating outer ndarray dtype in GeneralDataStructureTransporter Transporter
  • preprocessing params fulfilled in pymilo_param
  • SUPPORTED_MODELS.md updated
  • README.md updated
  • serialize_possible_ml_model in the Ensemble chain