citrine.informatics.predictors package

Submodules

• citrine.informatics.predictors.auto_ml_predictor module
  • AutoMLEstimator
    • AutoMLEstimator.ALL
    • AutoMLEstimator.GAUSSIAN_PROCESS
    • AutoMLEstimator.LINEAR
    • AutoMLEstimator.RANDOM_FOREST
    • AutoMLEstimator.SUPPORT_VECTOR_MACHINE
  • AutoMLPredictor
    • AutoMLPredictor.access_control_dict()
    • AutoMLPredictor.build()
    • AutoMLPredictor.dump()
    • AutoMLPredictor.get_type()
    • AutoMLPredictor.description
    • AutoMLPredictor.estimators
    • AutoMLPredictor.inputs
    • AutoMLPredictor.name
    • AutoMLPredictor.outputs
    • AutoMLPredictor.training_data
    • AutoMLPredictor.typ
• citrine.informatics.predictors.chemical_formula_featurizer module
  • ChemicalFormulaFeaturizer
    • ChemicalFormulaFeaturizer.access_control_dict()
    • ChemicalFormulaFeaturizer.build()
    • ChemicalFormulaFeaturizer.dump()
    • ChemicalFormulaFeaturizer.get_type()
    • ChemicalFormulaFeaturizer.description
    • ChemicalFormulaFeaturizer.excludes
    • ChemicalFormulaFeaturizer.features
    • ChemicalFormulaFeaturizer.input_descriptor
    • ChemicalFormulaFeaturizer.name
    • ChemicalFormulaFeaturizer.powers
    • ChemicalFormulaFeaturizer.typ
• citrine.informatics.predictors.expression_predictor module
  • ExpressionPredictor
    • ExpressionPredictor.access_control_dict()
    • ExpressionPredictor.build()
    • ExpressionPredictor.dump()
    • ExpressionPredictor.get_type()
    • ExpressionPredictor.aliases
    • ExpressionPredictor.description
    • ExpressionPredictor.expression
    • ExpressionPredictor.name
    • ExpressionPredictor.output
    • ExpressionPredictor.typ
• citrine.informatics.predictors.graph_predictor module
  • GraphPredictor
    • GraphPredictor.access_control_dict()
    • GraphPredictor.build()
    • GraphPredictor.build_with_parent()
    • GraphPredictor.dump()
    • GraphPredictor.failed()
    • GraphPredictor.in_progress()
    • GraphPredictor.predict()
    • GraphPredictor.succeeded()
    • GraphPredictor.wrap_instance()
    • GraphPredictor.archive_time
    • GraphPredictor.archived_by
    • GraphPredictor.create_time
    • GraphPredictor.created_by
    • GraphPredictor.description
    • GraphPredictor.draft
    • GraphPredictor.is_archived
    • GraphPredictor.name
    • GraphPredictor.predictors
    • GraphPredictor.report
    • GraphPredictor.status
    • GraphPredictor.status_detail
    • GraphPredictor.training_data
    • GraphPredictor.uid
    • GraphPredictor.update_time
    • GraphPredictor.updated_by
    • GraphPredictor.version
• citrine.informatics.predictors.ingredient_fractions_predictor module
  • IngredientFractionsPredictor
    • IngredientFractionsPredictor.access_control_dict()
    • IngredientFractionsPredictor.build()
    • IngredientFractionsPredictor.dump()
    • IngredientFractionsPredictor.get_type()
    • IngredientFractionsPredictor.description
    • IngredientFractionsPredictor.ingredients
    • IngredientFractionsPredictor.input_descriptor
    • IngredientFractionsPredictor.name
    • IngredientFractionsPredictor.typ
• citrine.informatics.predictors.ingredients_to_formulation_predictor module
  • IngredientsToFormulationPredictor
    • IngredientsToFormulationPredictor.access_control_dict()
    • IngredientsToFormulationPredictor.build()
    • IngredientsToFormulationPredictor.dump()
    • IngredientsToFormulationPredictor.get_type()
    • IngredientsToFormulationPredictor.description
    • IngredientsToFormulationPredictor.id_to_quantity
    • IngredientsToFormulationPredictor.labels
    • IngredientsToFormulationPredictor.name
    • IngredientsToFormulationPredictor.output
    • IngredientsToFormulationPredictor.typ
• citrine.informatics.predictors.label_fractions_predictor module
  • LabelFractionsPredictor
    • LabelFractionsPredictor.access_control_dict()
    • LabelFractionsPredictor.build()
    • LabelFractionsPredictor.dump()
    • LabelFractionsPredictor.get_type()
    • LabelFractionsPredictor.description
    • LabelFractionsPredictor.input_descriptor
    • LabelFractionsPredictor.labels
    • LabelFractionsPredictor.name
    • LabelFractionsPredictor.typ
• citrine.informatics.predictors.mean_property_predictor module
  • MeanPropertyPredictor
    • MeanPropertyPredictor.access_control_dict()
    • MeanPropertyPredictor.build()
    • MeanPropertyPredictor.dump()
    • MeanPropertyPredictor.get_type()
    • MeanPropertyPredictor.default_properties
    • MeanPropertyPredictor.description
    • MeanPropertyPredictor.impute_properties
    • MeanPropertyPredictor.input_descriptor
    • MeanPropertyPredictor.label
    • MeanPropertyPredictor.name
    • MeanPropertyPredictor.p
    • MeanPropertyPredictor.properties
    • MeanPropertyPredictor.training_data
    • MeanPropertyPredictor.typ
• citrine.informatics.predictors.molecular_structure_featurizer module
  • MolecularStructureFeaturizer
    • MolecularStructureFeaturizer.access_control_dict()
    • MolecularStructureFeaturizer.build()
    • MolecularStructureFeaturizer.dump()
    • MolecularStructureFeaturizer.get_type()
    • MolecularStructureFeaturizer.description
    • MolecularStructureFeaturizer.excludes
    • MolecularStructureFeaturizer.features
    • MolecularStructureFeaturizer.input_descriptor
    • MolecularStructureFeaturizer.name
    • MolecularStructureFeaturizer.typ
• citrine.informatics.predictors.node module
  • PredictorNode
    • PredictorNode.build()
    • PredictorNode.get_type()
    • PredictorNode.description
    • PredictorNode.name
• citrine.informatics.predictors.predictor module
  • Predictor
• citrine.informatics.predictors.simple_mixture_predictor module
  • SimpleMixturePredictor
    • SimpleMixturePredictor.access_control_dict()
    • SimpleMixturePredictor.build()
    • SimpleMixturePredictor.dump()
    • SimpleMixturePredictor.get_type()
    • SimpleMixturePredictor.description
    • SimpleMixturePredictor.input_descriptor
    • SimpleMixturePredictor.name
    • SimpleMixturePredictor.output_descriptor
    • SimpleMixturePredictor.training_data
    • SimpleMixturePredictor.typ
• citrine.informatics.predictors.single_predict_request module
  • SinglePredictRequest
    • SinglePredictRequest.build()
    • SinglePredictRequest.dump()
    • SinglePredictRequest.identifiers
    • SinglePredictRequest.material
    • SinglePredictRequest.material_id
    • SinglePredictRequest.random_seed
• citrine.informatics.predictors.single_prediction module
  • SinglePrediction
    • SinglePrediction.build()
    • SinglePrediction.dump()
    • SinglePrediction.identifiers
    • SinglePrediction.material
    • SinglePrediction.material_id

Module contents