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@AHReccese AHReccese released this 06 May 10:52
· 50 commits to main since this release
v0.8
e415772
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Learn about vigilant mode.

[0.8] - 2024-05-06

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
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