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Pymilo Version 0.8
Published on May 9, 2024 by AmirHosein Rostami

PyMilo: Python for ML I/O 

Added

  • `StandardScaler` Transformer in `pymilo_param.py`
  • `PreprocessingTransporter` Transporter
  • ndarray shape config in `GeneralDataStructure` Transporter
  • `util.py` in chains
  • `BinMapperTransporter` Transporter
  • `BunchTransporter` Transporter
  • `GeneratorTransporter` Transporter
  • `TreePredictorTransporter` Transporter
  • `AdaboostClassifier` model
  • `AdaboostRegressor` model
  • `BaggingClassifier` model
  • `BaggingRegressor` model
  • `ExtraTreesClassifier` model
  • `ExtraTreesRegressor` model
  • `GradientBoosterClassifier` model
  • `GradientBoosterRegressor` model
  • `HistGradientBoosterClassifier` model
  • `HistGradientBoosterRegressor` model
  • `RandomForestClassifier` model
  • `RandomForestRegressor` model
  • `IsolationForest` model
  • `RandomTreesEmbedding` model
  • `StackingClassifier` model
  • `StackingRegressor` model
  • `VotingClassifier` model
  • `VotingRegressor` model
  • `Pipeline` model
  • Ensemble models test runner
  • Ensemble chain
  • `SECURITY.md`

Changed

  • `Pipeline` test updated
  • `LabelBinarizer`,`LabelEncoder` and `OneHotEncoder` got embedded in `PreprocessingTransporter`
  • Preprocessing support added to Ensemble chain
  • Preprocessing params initialized in `pymilo_param`
  • `util.py` in utils updated
  • `test_pymilo.py` updated
  • `pymilo_func.py` updated
  • `linear_model_chain.py` updated
  • `neural_network_chain.py` updated
  • `decision_tree_chain.py` updated
  • `clustering_chain.py` updated`
  • naive_bayes_chain.py` updated
  • `neighbours_chain.py` updated
  • `svm_chain.py` updated
  • `GeneralDataStructure` Transporter updated
  • `LossFunction` Transporter updated
  • `AbstractTransporter` updated
  • Tests config modified
  • Unequal sklearn version error added in `pymilo_param.py`
  • Ensemble params initialized in `pymilo_param`
  • Ensemble support added to `pymilo_func.py`
  • `SUPPORTED_MODELS.md` updated
  • `README.md` updated