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AutoGluon-Cloud 0.4.2 documentation
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Tutorials

  • Cloud
    • Essentials
    • Foundation Models

Resources

  • Versions

Tabular API

  • 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 API

  • 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
    • deploy
    • predict
  • TimeSeriesEndpoint
    • delete_endpoint
    • predict

Multimodal API

  • 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
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Available Documentation for AutoGluon-CloudΒΆ

Web-based documentation is available for versions listed below:

  • AutoGluon 0.4.3 (dev) documentation

  • AutoGluon 0.4.2 (stable) documentation

  • AutoGluon 0.4.1 documentation

  • AutoGluon 0.4.0 documentation

  • AutoGluon 0.3.1 documentation

  • AutoGluon 0.3.0 documentation

  • AutoGluon 0.2.0 documentation

  • AutoGluon 0.1.0 documentation

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autogluon.cloud.TabularCloudPredictor
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Time Series Foundation Models on Amazon SageMaker with AutoGluon-Cloud
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