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Pymilo Version 0.6
Published on April 25, 2024 by AmirHosein Rostami

 PyMilo: Python for ML I/O 

 

Added

  • `deserialize_primitive_type` function in `GeneralDataStructureTransporter`
  • `is_deserialized_ndarray` function in `GeneralDataStructureTransporter`
  • `deep_deserialize_ndarray` function in `GeneralDataStructureTransporter`
  • `deep_serialize_ndarray`  function in `GeneralDataStructureTransporter`
  • `SVR` model
  • `SVC` model
  • `One Class SVM` model
  • `NuSVR` model
  • `NuSVC` model
  • `Linear SVR` model
  • `Linear SVC` model
  • SVM models test runner
  • SVM chain

Changed

  • `pymilo_param.py` updated
  • `pymilo_obj.py` updated to use predefined strings
  • `TreeTransporter` updated
  • `get_homogeneous_type` function in `util.py` updated
  • `GeneralDataStructureTransporter` updated to use deep ndarray serializer & deserializer
  • `check_str_in_iterable` updated
  • `Label Binarizer` Transporter updated
  • `Function` Transporter updated
  • `CFNode` Transporter updated
  • `Bisecting Tree` Transporter updated
  • Tests config modified
  • SVM params initialized in `pymilo_param`
  • SVM support added to `pymilo_func.py`
  • `SUPPORTED_MODELS.md` updated
  • `README.md` updated