hpbandster
  • Quickstart Guide
  • Advanced examples
  • Examples - How to use HpBandSter
    • Example 1 - Local and Sequential
    • Example 2 - Local and Parallel (using threads)
    • Example 3 - Local and Parallel (using processes)
    • Example 4 - on the cluster
    • Example 5 - MNIST
    • Example 6 - Analysis of a Run
    • Example 7 - Interactive Exploration of the Results
    • Example 8 - Warmstarting for MNIST
    • Worker for Example 5 - Keras
    • Worker for Example 5 - PyTorch
    • Worker for Examples 1-4
  • Best Practices
  • Optimizers
  • The core components in more detail
  • Frequently Asked Questions
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  • Examples - How to use HpBandSter
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Examples - How to use HpBandSterΒΆ

This is a collection of examples of how to use the HpBandster Module.

../_images/sphx_glr_example_1_local_sequential_thumb.png

Example 1 - Local and Sequential

../_images/sphx_glr_example_2_local_parallel_threads_thumb.png

Example 2 - Local and Parallel (using threads)

../_images/sphx_glr_example_3_local_parallel_processes_thumb.png

Example 3 - Local and Parallel (using processes)

../_images/sphx_glr_example_4_cluster_thumb.png

Example 4 - on the cluster

../_images/sphx_glr_example_5_mnist_thumb.png

Example 5 - MNIST

../_images/sphx_glr_plot_example_6_analysis_thumb.png

Example 6 - Analysis of a Run

../_images/sphx_glr_plot_example_7_interactive_plot_thumb.png

Example 7 - Interactive Exploration of the Results

../_images/sphx_glr_example_8_mnist_continued_thumb.png

Example 8 - Warmstarting for MNIST

../_images/sphx_glr_example_5_keras_worker_thumb.png

Worker for Example 5 - Keras

../_images/sphx_glr_example_5_pytorch_worker_thumb.png

Worker for Example 5 - PyTorch

../_images/sphx_glr_commons_thumb.png

Worker for Examples 1-4

Download all examples in Python source code: auto_examples_python.zip
Download all examples in Jupyter notebooks: auto_examples_jupyter.zip

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