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Early Access

Predictive Reasoning
- Overview
- Snowflake Setup Guide
- Local Setup Guide
- Prepare Data
- Snowflake ML Experiments
- References
  - Dataset
    
    Dataset
  - GNNTable
    
    GNNTable
    show_table()
    validate_table()
    set_candidate_key()
    unset_candidate_key()
    set_foreign_key()
    unset_foreign_key()
    set_time_column()
    unset_time_column()
    update_column_dtype()
    add_column()
    remove_column()
  - JobManager
    
    JobManager
    show_jobs()
    fetch_job()
    cancel_job()
  - JobMonitor
    
    JobMonitor
    get_status()
    stream_logs()
    register_model()
    cancel()
    materialize_results()
  - ModelManager
    
    ModelManager
  - Provider
    
    Provider
    create_gnn()
    get_gnn()
    resume_gnn()
    list_gnns()
    delete_gnn()
  - SnowflakeConnector
    
    SnowflakeConnector
  - Task
    
    Task
    NodeTask
    LinkTask
  - Trainer
    
    Trainer
    fit()
    predict()
    fit_predict()
  - TrainerConfig
    
    TrainerConfig
  - Utils
    
    CandidateKey
    Column DType
    EvaluationMetric
    ExperimentConfig
    ForeignKey
    OutputConfig
- Examples
  - Smoker Prediction with Edge List
Iceberg Export
- Iceberg user guide
- Overview

On this page

Overview

On this page

Overview

Early-Access
Gnn

References

References for all RelationalAI Predictive Reasoner SDK functionalities:

Provider
SnowflakeConnector
GNNTable
Task
Dataset
TrainerConfig
Trainer
JobMonitor
JobManager