├── .gitignore ├── LICENSE ├── README.md ├── docs ├── Learning to Optimize.docx ├── Optimizing Optimization.docx ├── abh_cpu_allocation.png ├── loss_matrix.png ├── main_screen.png ├── response_matrix.png ├── single_parameter_scatter.png └── two_parameter_scatter.png ├── hypermax ├── __init__.py ├── algorithms │ ├── __init__.py │ ├── adaptive_bayesian_hyperband_optimizer.py │ ├── atpe_optimizer.py │ ├── human_guided_optimizer_wrapper.py │ ├── optimization_algorithm_base.py │ ├── random_search_optimizer.py │ └── tpe_optimizer.py ├── atpe_models │ ├── model-gamma-configuration.json │ ├── model-gamma.txt │ ├── model-nEICandidates-configuration.json │ ├── model-nEICandidates.txt │ ├── model-resultFilteringAgeMultiplier-configuration.json │ ├── model-resultFilteringAgeMultiplier.txt │ ├── model-resultFilteringLossRankMultiplier-configuration.json │ ├── model-resultFilteringLossRankMultiplier.txt │ ├── model-resultFilteringMode-configuration.json │ ├── model-resultFilteringMode.txt │ ├── model-resultFilteringRandomProbability-configuration.json │ ├── model-resultFilteringRandomProbability.txt │ ├── model-secondaryCorrelationExponent-configuration.json │ ├── model-secondaryCorrelationExponent.txt │ ├── model-secondaryCorrelationMultiplier-configuration.json │ ├── model-secondaryCorrelationMultiplier.txt │ ├── model-secondaryCutoff-configuration.json │ ├── model-secondaryCutoff.txt │ ├── model-secondaryFixedProbability-configuration.json │ ├── model-secondaryFixedProbability.txt │ ├── model-secondaryLockingMode-configuration.json │ ├── model-secondaryLockingMode.txt │ ├── model-secondaryProbabilityMode-configuration.json │ ├── model-secondaryProbabilityMode.txt │ ├── model-secondaryTopLockingPercentile-configuration.json │ ├── model-secondaryTopLockingPercentile.txt │ └── scaling_model.json ├── cli.py ├── configuration.py ├── cui.py ├── execution.py ├── file_utils.py ├── hyperparameter.py ├── optimizer.py ├── results_analyzer.py ├── test_model.py └── utils.py ├── research ├── atpe_research_1 │ └── simulation.py ├── atpe_research_2 │ ├── benchmark.py │ ├── process_results.py │ └── simulation.py └── searches │ └── cifar_resnet │ ├── cifar10.json │ └── cifar_test.py ├── setup.py ├── test └── general_test.json └── tutorials └── fashion-MNIST ├── fashion_mnist.py ├── keras.json └── readme.md /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genixpro/hypermax/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genixpro/hypermax/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genixpro/hypermax/HEAD/README.md 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