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AbstractClassificationPythonModelLoaderImpl - Class in com.feedzai.openml.python

Abstract implementation of a model loader for classification models implemented in Python.

AbstractClassificationPythonModelLoaderImpl() - Constructor for class com.feedzai.openml.python.AbstractClassificationPythonModelLoaderImpl

AbstractJepEvaluation<T> - Class in com.feedzai.openml.python.jep.instance

Definition of an evaluation to be run on a JepInstance.

AbstractJepEvaluation() - Constructor for class com.feedzai.openml.python.jep.instance.AbstractJepEvaluation

apply(Jep) - Method in interface com.feedzai.openml.python.jep.instance.JepFunction

Implementation of the Jep evaluation.

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ClassificationPythonModel - Class in com.feedzai.openml.python

Representation of a Python classification model that has been loaded to the given Jep instance.

ClassificationPythonModel(JepInstance, DatasetSchema, String, String, String) - Constructor for class com.feedzai.openml.python.ClassificationPythonModel

Constructor for this model's representation.

ClassificationPythonModel(JepInstance, DatasetSchema, String) - Constructor for class com.feedzai.openml.python.ClassificationPythonModel

Constructor for this model's representation using default names for classification and scoring.

classify(Instance) - Method in class com.feedzai.openml.python.ClassificationPythonModel

close() - Method in class com.feedzai.openml.python.ClassificationPythonModel

com.feedzai.openml.python - package com.feedzai.openml.python

This package contains the base implementation for all python based Models and Model Loaders.

com.feedzai.openml.python.jep.instance - package com.feedzai.openml.python.jep.instance

Contains implementation of a wrapper for a Jep instance that runs in its own thread.

com.feedzai.openml.python.modules - package com.feedzai.openml.python.modules

This package contains logic for parsing XML files to retrieve the name of the Python modules to be shared across sub-interpreters.

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DEFAULT_CLASSIFY_FUNCTION_NAME - Static variable in class com.feedzai.openml.python.ClassificationPythonModel

Default name for the Python function that returns the index of the class for the prediction on a given instance.

DEFAULT_GETCLASSDISTRIBUTION_FUNCTION_NAME - Static variable in class com.feedzai.openml.python.ClassificationPythonModel

Default name for the Python function that returns the probability distribution array for the prediction on a given instance.

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getClassDistribution(Instance) - Method in class com.feedzai.openml.python.ClassificationPythonModel

getModelImpl(DatasetSchema, JepInstance, String) - Method in class com.feedzai.openml.python.AbstractClassificationPythonModelLoaderImpl

Gets the actual instance of the MachineLearningModel to use.

getSchema() - Method in class com.feedzai.openml.python.ClassificationPythonModel

getSharedModules() - Method in class com.feedzai.openml.python.modules.SharedModulesParser

Retrieves a Set with the name of the Python modules to be shared across sub-interpreters.

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JepFunction<T> - Interface in com.feedzai.openml.python.jep.instance

Functional interface for a Function that takes a Jep instance and may throw a JepException.

JepInstance - Class in com.feedzai.openml.python.jep.instance

Wrapper for a Jep object that runs it on a separate dedicated thread.

JepInstance() - Constructor for class com.feedzai.openml.python.jep.instance.JepInstance

Constructor.

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loadModel(Path, DatasetSchema) - Method in class com.feedzai.openml.python.AbstractClassificationPythonModelLoaderImpl

loadSchema(Path) - Method in class com.feedzai.openml.python.AbstractClassificationPythonModelLoaderImpl

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modelLoadLogic(JepInstance, String, Path) - Method in class com.feedzai.openml.python.AbstractClassificationPythonModelLoaderImpl

Specific implementation of python logic that loads the model.

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run() - Method in class com.feedzai.openml.python.jep.instance.JepInstance

Runnable that will run on the instance thread.

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save(Path, String) - Method in class com.feedzai.openml.python.ClassificationPythonModel

SharedModulesParser - Class in com.feedzai.openml.python.modules

Class responsible for parsing a XML file in order to retrieve the name of the Python modules to be shared across sub-interpreters.

SharedModulesParser(String) - Constructor for class com.feedzai.openml.python.modules.SharedModulesParser

Constructor.

SharedModulesParser() - Constructor for class com.feedzai.openml.python.modules.SharedModulesParser

Constructor.

start() - Method in class com.feedzai.openml.python.jep.instance.JepInstance

Starts the thread and consequently the Jep instance inside it.

stop() - Method in class com.feedzai.openml.python.jep.instance.JepInstance

Sets running to false signalling the instance is no longer ready to receive evaluations.

submitEvaluation(JepFunction<T>) - Method in class com.feedzai.openml.python.jep.instance.JepInstance

Submits an evaluation to the evaluation queue.

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validate(JepInstance, String) - Method in class com.feedzai.openml.python.ClassificationPythonModel

Validates that the model's Jep environment has everything loaded and available.

validateForLoad(Path, DatasetSchema, Map<String, String>) - Method in class com.feedzai.openml.python.AbstractClassificationPythonModelLoaderImpl

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