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Boax 0.2.0 documentation

  • Getting Started
  • Guides
    • Hyperparameter Tuning
    • Bandit Optimization
  • API Reference
    • boax.acquisitions module
      • boax.acquisitions.probability_of_improvement
      • boax.acquisitions.log_probability_of_improvement
      • boax.acquisitions.expected_improvement
      • boax.acquisitions.log_expected_improvement
      • boax.acquisitions.upper_confidence_bound
      • boax.acquisitions.q_probability_of_improvement
      • boax.acquisitions.q_expected_improvement
      • boax.acquisitions.q_upper_confidence_bound
      • boax.acquisitions.surrogates.single_task_gaussian_process
    • boax.core module
      • boax.core.distributions module
        • boax.core.distributions.beta.beta
        • boax.core.distributions.beta.pdf
        • boax.core.distributions.beta.cdf
        • boax.core.distributions.beta.sf
        • boax.core.distributions.beta.logpdf
        • boax.core.distributions.beta.logcdf
        • boax.core.distributions.beta.logsf
        • boax.core.distributions.gamma.gamma
        • boax.core.distributions.gamma.pdf
        • boax.core.distributions.gamma.cdf
        • boax.core.distributions.gamma.sf
        • boax.core.distributions.gamma.logpdf
        • boax.core.distributions.gamma.logcdf
        • boax.core.distributions.gamma.logsf
        • boax.core.distributions.multivariate_normal.multivariate_normal
        • boax.core.distributions.multivariate_normal.pdf
        • boax.core.distributions.multivariate_normal.logpdf
        • boax.core.distributions.normal.normal
        • boax.core.distributions.normal.pdf
        • boax.core.distributions.normal.cdf
        • boax.core.distributions.normal.sf
        • boax.core.distributions.normal.logpdf
        • boax.core.distributions.normal.logcdf
        • boax.core.distributions.normal.logsf
        • boax.core.distributions.poisson.poisson
        • boax.core.distributions.poisson.pmf
        • boax.core.distributions.poisson.cdf
        • boax.core.distributions.poisson.logpmf
        • boax.core.distributions.uniform.uniform
        • boax.core.distributions.uniform.pdf
        • boax.core.distributions.uniform.logpdf
      • boax.core.models module
        • boax.core.models.gaussian_process.exact
        • boax.core.models.transformations.transformed
        • boax.core.models.transformations.joined
        • boax.core.models.means.zero
        • boax.core.models.means.constant
        • boax.core.models.means.linear
        • boax.core.models.kernels.rbf
        • boax.core.models.kernels.matern_one_half
        • boax.core.models.kernels.matern_three_halves
        • boax.core.models.kernels.matern_five_halves
        • boax.core.models.kernels.transformations.scaled
        • boax.core.models.kernels.transformations.additive
        • boax.core.models.kernels.transformations.product
        • boax.core.models.likelihoods.beta
        • boax.core.models.likelihoods.gaussian
        • boax.core.objectives.negative_log_likelihood
        • boax.core.objectives.transformations.penalized
      • boax.core.objectives module
        • boax.core.objectives.negative_log_likelihood
        • boax.core.objectives.transformations.penalized
      • boax.core.optimizers module
        • boax.core.optimizers.batch
        • boax.core.optimizers.sequential
        • boax.core.optimizers.initializers.q_batch
        • boax.core.optimizers.initializers.q_batch_nonnegative
        • boax.core.optimizers.solvers.scipy
      • boax.core.samplers module
        • boax.core.samplers.normal
        • boax.core.samplers.uniform
        • boax.core.samplers.halton_normal
        • boax.core.samplers.halton_uniform
    • boax.experiments module
      • boax.experiments.bandit
      • boax.experiments.optimization
    • boax.policies module
      • boax.policies.epsilon_greedy
      • boax.policies.boltzmann
      • boax.policies.upper_confidence_bound
      • boax.policies.thompson_sampling
      • boax.policies.believes.binary
      • boax.policies.believes.continuous
  • .rst

Guides

Guides#

  • Hyperparameter Tuning
  • Bandit Optimization

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Getting Started

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Hyperparameter Tuning

By The Boax authors

© Copyright 2023, The Boax authors.