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