mlrl.testbed.experiments.output package

Subpackages

• mlrl.testbed.experiments.output.dataset package
  • Submodules
    • mlrl.testbed.experiments.output.dataset.dataset module
      • OutputDataset
• mlrl.testbed.experiments.output.evaluation package
  • Submodules
    • mlrl.testbed.experiments.output.evaluation.evaluation_result module
      • AggregatedEvaluationResult
      • EvaluationResult
    • mlrl.testbed.experiments.output.evaluation.extension module
      • AggregatedEvaluationExtension
    • mlrl.testbed.experiments.output.evaluation.measurements module
      • Measurements
    • mlrl.testbed.experiments.output.evaluation.measures module
      • AggregationMeasure
      • Measure
    • mlrl.testbed.experiments.output.evaluation.writer module
      • AggregatedEvaluationWriter
• mlrl.testbed.experiments.output.meta_data package
  • MetaDataWriter
    • MetaDataWriter.DefaultExtractor
      • MetaDataWriter.DefaultExtractor.extract_data()
    • MetaDataWriter.create_input_reader()
  • Submodules
    • mlrl.testbed.experiments.output.meta_data.arguments module
      • MetaDataArguments
    • mlrl.testbed.experiments.output.meta_data.extension module
      • MetaDataExtension
    • mlrl.testbed.experiments.output.meta_data.meta_data module
      • OutputMetaData
    • mlrl.testbed.experiments.output.meta_data.writer module
      • MetaDataWriter
• mlrl.testbed.experiments.output.model package
  • ModelWriter
    • ModelWriter.DefaultExtractor
      • ModelWriter.DefaultExtractor.extract_data()
    • ModelWriter.create_input_reader()
  • Submodules
    • mlrl.testbed.experiments.output.model.arguments module
      • ModelOutputDirectoryArguments
    • mlrl.testbed.experiments.output.model.extension module
      • ModelOutputDirectoryExtension
      • ModelOutputExtension
    • mlrl.testbed.experiments.output.model.model module
      • OutputModel
    • mlrl.testbed.experiments.output.model.writer module
      • ModelWriter
• mlrl.testbed.experiments.output.parameters package
  • ParameterWriter
    • ParameterWriter.DefaultExtractor
      • ParameterWriter.DefaultExtractor.extract_data()
    • ParameterWriter.create_input_reader()
  • Submodules
    • mlrl.testbed.experiments.output.parameters.arguments module
      • ParameterOutputDirectoryArguments
    • mlrl.testbed.experiments.output.parameters.extension module
      • ParameterOutputDirectoryExtension
      • ParameterOutputExtension
    • mlrl.testbed.experiments.output.parameters.parameters module
      • OutputParameters
    • mlrl.testbed.experiments.output.parameters.writer module
      • ParameterWriter
• mlrl.testbed.experiments.output.sinks package
  • CsvFileSink
    • CsvFileSink.COLUMN_MODEL_SIZE
    • CsvFileSink.create_source()
  • FileSink
    • FileSink.write_to_sink()
  • LogSink
    • LogSink.SourceFactory
    • LogSink.create_source()
    • LogSink.write_to_sink()
  • PickleFileSink
    • PickleFileSink.create_source()
  • Sink
    • Sink.create_source()
    • Sink.write_to_sink()
  • TextFileSink
    • TextFileSink.create_source()
  • YamlFileSink
    • YamlFileSink.create_source()
  • Submodules
    • mlrl.testbed.experiments.output.sinks.sink module
      • DatasetFileSink
      • FileSink
      • Sink
      • TabularFileSink
    • mlrl.testbed.experiments.output.sinks.sink_csv module
      • CsvFileSink
    • mlrl.testbed.experiments.output.sinks.sink_log module
      • LogSink
    • mlrl.testbed.experiments.output.sinks.sink_pickle module
      • PickleFileSink
    • mlrl.testbed.experiments.output.sinks.sink_text module
      • TextFileSink
    • mlrl.testbed.experiments.output.sinks.sink_yaml module
      • YamlFileSink

Submodules

• mlrl.testbed.experiments.output.arguments module
  • OutputArguments
    • OutputArguments.BASE_DIR
    • OutputArguments.CREATE_DIRS
    • OutputArguments.IF_OUTPUTS_EXIST
    • OutputArguments.IF_OUTPUT_ERROR
    • OutputArguments.PRINT_ALL
    • OutputArguments.SAVE_ALL
  • ResultDirectoryArguments
    • ResultDirectoryArguments.RESULT_DIR
• mlrl.testbed.experiments.output.data module
  • DatasetOutputData
    • DatasetOutputData.to_dataset()
  • ObjectOutputData
    • ObjectOutputData.to_object()
  • OutputData
    • OutputData.custom_context
    • OutputData.get_context()
  • OutputValue
    • OutputValue.COLUMN_PREFIX_STD_DEV
    • OutputValue.filter_values()
    • OutputValue.format()
    • OutputValue.std_dev()
  • StructuralOutputData
    • StructuralOutputData.to_dict()
    • StructuralOutputData.to_text()
  • TabularOutputData
    • TabularOutputData.from_table()
    • TabularOutputData.to_table()
  • TextualOutputData
    • TextualOutputData.Title
      • TextualOutputData.Title.format()
    • TextualOutputData.from_text()
    • TextualOutputData.to_text()
• mlrl.testbed.experiments.output.extension module
  • OutputExtension
    • OutputExtension.configure_experiment()
    • OutputExtension.get_supported_modes()
  • ResultDirectoryExtension
    • ResultDirectoryExtension.get_supported_modes()
• mlrl.testbed.experiments.output.policies module
  • OutputErrorPolicy
    • OutputErrorPolicy.EXIT
    • OutputErrorPolicy.LOG
  • OutputExistsPolicy
    • OutputExistsPolicy.CANCEL
    • OutputExistsPolicy.OVERWRITE
• mlrl.testbed.experiments.output.writer module
  • DataExtractor
    • DataExtractor.extract_data()
  • DatasetExtractor
    • DatasetExtractor.extract_data()
  • OutputWriter
    • OutputWriter.add_sinks()
    • OutputWriter.create_input_reader()
    • OutputWriter.create_sources()
    • OutputWriter.sinks
    • OutputWriter.write()
  • ResultWriter
    • ResultWriter.create_input_reader()
  • TabularDataExtractor
    • TabularDataExtractor.extract_data()
  • TextualDataExtractor
    • TextualDataExtractor.extract_data()