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AutoGluon-Cloud 0.4.2 documentation
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Tutorials

  • Setup
  • Train Your Own Predictor
    • Tabular
    • Time Series
  • Foundation Models
    • Time Series

API

  • Setup
    • bootstrap
    • register
    • status
    • teardown
  • Tabular
    • TabularCloudPredictor
      • attach_endpoint
      • attach_job
      • cleanup_deployment
      • deploy
      • detach_endpoint
      • download_trained_predictor
      • fit
      • get_batch_inference_job_info
      • get_batch_inference_job_status
      • get_fit_job_output_path
      • get_fit_job_status
      • info
      • leaderboard
      • load
      • predict
      • predict_proba
      • predict_proba_real_time
      • predict_real_time
      • save
      • to_local_predictor
  • Time Series
    • TimeSeriesCloudPredictor
      • attach_endpoint
      • attach_job
      • cleanup_deployment
      • deploy
      • detach_endpoint
      • download_trained_predictor
      • fit
      • fit_predict
      • get_batch_inference_job_info
      • get_batch_inference_job_status
      • get_fit_job_output_path
      • get_fit_job_status
      • get_fit_predict_results
      • info
      • leaderboard
      • load
      • predict
      • predict_real_time
      • save
      • to_local_predictor
    • TimeSeriesFoundationModel
      • cache_model_artifact
      • deploy
      • from_dict
      • from_json
      • predict
      • to_dict
      • to_json
    • TimeSeriesEndpoint
      • delete_endpoint
      • predict
  • Multimodal
    • MultiModalCloudPredictor
      • attach_endpoint
      • attach_job
      • cleanup_deployment
      • deploy
      • detach_endpoint
      • download_trained_predictor
      • fit
      • get_batch_inference_job_info
      • get_batch_inference_job_status
      • get_fit_job_output_path
      • get_fit_job_status
      • info
      • leaderboard
      • load
      • predict
      • predict_proba
      • predict_proba_real_time
      • predict_real_time
      • save
      • to_local_predictor

Resources

  • Versions
  • AutoGluon documentation
  • GitHub
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Train Your Own PredictorΒΆ

Train an AutoGluon predictor on your data and run inference on SageMaker.

Tabular

Train a TabularCloudPredictor for classification or regression on tabular data.

predictor-tabular.html
Time Series

Train a TimeSeriesCloudPredictor to forecast future values of time series.

predictor-timeseries.html
Next
Train and Deploy a Tabular Predictor on Amazon SageMaker
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Set Up AutoGluon-Cloud on AWS
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