syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.independent package

Submodules

• syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.independent.gpind_model module
  • IndependentGPPerResourceModel
    • IndependentGPPerResourceModel.create_likelihood()
    • IndependentGPPerResourceModel.likelihood
• syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.independent.likelihood module
  • IndependentGPPerResourceMarginalLikelihood
    • IndependentGPPerResourceMarginalLikelihood.get_posterior_state()
    • IndependentGPPerResourceMarginalLikelihood.forward()
    • IndependentGPPerResourceMarginalLikelihood.param_encoding_pairs()
    • IndependentGPPerResourceMarginalLikelihood.get_noise_variance()
    • IndependentGPPerResourceMarginalLikelihood.get_covariance_scale()
    • IndependentGPPerResourceMarginalLikelihood.set_covariance_scale()
    • IndependentGPPerResourceMarginalLikelihood.get_params()
    • IndependentGPPerResourceMarginalLikelihood.set_params()
    • IndependentGPPerResourceMarginalLikelihood.on_fit_start()
• syne_tune.optimizer.schedulers.searchers.bayesopt.gpautograd.independent.posterior_state module
  • IndependentGPPerResourcePosteriorState
    • IndependentGPPerResourcePosteriorState.state()
    • IndependentGPPerResourcePosteriorState.num_data
    • IndependentGPPerResourcePosteriorState.num_features
    • IndependentGPPerResourcePosteriorState.num_fantasies
    • IndependentGPPerResourcePosteriorState.neg_log_likelihood()
    • IndependentGPPerResourcePosteriorState.predict()
    • IndependentGPPerResourcePosteriorState.sample_marginals()
    • IndependentGPPerResourcePosteriorState.sample_joint()
    • IndependentGPPerResourcePosteriorState.backward_gradient()