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  • Installations
    • Local
    • ThetaKNL (ALCF)
    • ThetaGPU (ALCF)
    • Cooley (ALCF)
  • Tutorials
    • Colab
      • 1. DeepHyper 101
      • 2. Hyperparameter search for classification with Tabular data (Keras)
      • 3. Hyperparameter Search to reduce overfitting in Machine Learning (Scikit-Learn)
      • 4. Automated Machine Learning with Scikit-Learn
      • 5. Neural Architecture Search (Basic)
    • Notebooks
      • 1. Hyperparameter search for text classification (Pytorch)
      • 2. Neural Architecture Search with Multiple Input Tensors
      • 3. From Neural Architecture Search to Automated Deep Ensemble with Uncertainty Quantification
    • Argonne LCF
      • 1. Execution on the Theta supercomputer
      • 2. Execution on the ThetaGPU supercomputer
  • Research & Publications

API Reference

  • Core
    • deephyper.core.analytics
    • deephyper.core.cli
  • Ensemble
  • Evaluator
    • deephyper.evaluator.callback
  • NAS
    • deephyper.nas.operation
    • deephyper.nas.preprocessing
    • deephyper.nas.run
    • deephyper.nas.trainer
    • deephyper.nas.losses
    • deephyper.nas.lr_scheduler
    • deephyper.nas.metrics
    • deephyper.nas.node
  • Problem
  • Search
    • deephyper.search.hps
    • deephyper.search.nas
    • deephyper.search.util
  • Sklearn
    • deephyper.sklearn.classifier
    • deephyper.sklearn.regressor

Developer Guides

  • Development
  • Documentation
  • Tests
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Installations

InstallationsΒΆ

  • Local
  • ThetaKNL (ALCF)
  • ThetaGPU (ALCF)
  • Cooley (ALCF)

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