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