snorkelflow.sdk
(Beta) Object-oriented SDK for Snorkel Flow
Classes
Batch(name, uid, dataset_uid, label_schemas, ...) | The Batch object represents an annotation batch in Snorkel Flow. |
Dataset(name, uid, mta_enabled) | The Dataset object represents a dataset in Snorkel Flow. |
Deployment(deployment_uid, **kwargs) | The Deployment object represents a deployment in Snorkel Flow. |
ExternalModel(external_model_name[, ...]) | |
ExternalModelTrainer([column_mappings, ...]) | The ExternalModelTrainer class provides methods to finetune a 3rd party model. |
FTDataset(df, dataset_uid, label_schema_uid, ...) | |
FineTuningApp(app_uid, model_node_uid, ...) | |
LabelSchema(name, uid, dataset_uid, ...) | The LabelSchema object represents a label schema in Snorkel Flow. |
MLflowDeployment(deployment_uid, **kwargs) | MLflowDeployment class represents a deployment of a Snorkel Flow application as an MLflow model. |
ModelNode(uid, application_uid, config) | ModelNode class represents a model node. |
Node(uid, application_uid, config) | The Node object represents atomic data processing units in Snorkel Flow. |
OperatorNode(uid, application_uid, config) | OperatorNode class represents a non-model, operator node. |
QualityDataset(df, dataset_uid, ...) | |
Slice(dataset, slice_uid, name[, ...]) | |
SnorkelFlowPackageDeployment(deployment_uid, ...) | SnorkelFlowPackageDeployment class represents a deployment of a Snorkel Flow application as a SnorkelFlowPackage. |