Algorithm

Customer created algorithm

KEY TYPE Description
name str The name of the algorithm
problemType str The type of the problem this algorithm will work on
createdAt str When the algorithm was created
updatedAt str When the algorithm was last updated
isDefaultEnabled bool Whether train with the algorithm by default
trainingInputMappings dict The mappings for train function parameters' names, e.g. names for training data, name for training config
trainFunctionName str Name of the function found in the source code that will be executed to train the model. It is not executed when this function is run.
predictFunctionName str Name of the function found in the source code that will be executed run predictions through model. It is not executed when this function is run.
predictManyFunctionName str Name of the function found in the source code that will be executed for batch prediction of the model. It is not executed when this function is run.
initializeFunctionName str Name of the function found in the source code to initialize the trained model before using it to make predictions using the model
configOptions dict Map dataset types and configs to train function parameter names
algorithmId str The unique identifier of the algorithm
useGpu bool Whether to use gpu for model training
algorithmTrainingConfig dict The algorithm specific training config
onlyOfflineDeployable bool Whether or not the algorithm is only allowed to be deployed offline
codeSource CodeSource Info about the source code of the algorithm
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