bayes_spec

• bayes_spec
  • Subpackages
    • bayes_spec.models
      • Submodules
      • bayes_spec.models.gauss_model
      • bayes_spec.models.gauss_noise_model
      • Module contents
  • Submodules
  • bayes_spec.base_model
    • BaseModel
      • BaseModel.add_baseline_priors()
      • BaseModel.add_likelihood()
      • BaseModel.add_priors()
      • BaseModel.baseline_deterministics
      • BaseModel.baseline_freeRVs
      • BaseModel.bic()
      • BaseModel.cloud_deterministics
      • BaseModel.cloud_freeRVs
      • BaseModel.fit()
      • BaseModel.graph()
      • BaseModel.hyper_deterministics
      • BaseModel.hyper_freeRVs
      • BaseModel.labeller
      • BaseModel.mean_lnlike()
      • BaseModel.null_bic()
      • BaseModel.predict_baseline()
      • BaseModel.reset_results()
      • BaseModel.sample()
      • BaseModel.sample_posterior_predictive()
      • BaseModel.sample_prior_predictive()
      • BaseModel.sample_smc()
      • BaseModel.solve()
      • BaseModel.unique_solution
  • bayes_spec.cluster_posterior
    • cluster_posterior()
  • bayes_spec.nuts
    • init_nuts()
  • bayes_spec.optimize
    • Optimize
      • Optimize.add_likelihood()
      • Optimize.add_priors()
      • Optimize.bics
      • Optimize.fit_all()
      • Optimize.null_bic
      • Optimize.optimize()
      • Optimize.sample_all()
      • Optimize.sample_smc_all()
  • bayes_spec.plots
    • plot_pair()
    • plot_predictive()
    • plot_traces()
  • bayes_spec.spec_data
    • SpecData
      • SpecData.normalize_brightness()
      • SpecData.normalize_spectral()
      • SpecData.unnormalize_brightness()
      • SpecData.unnormalize_spectral()
  • bayes_spec.utils
    • gaussian()
  • Module contents
    • BaseModel
      • BaseModel.add_baseline_priors()
      • BaseModel.add_likelihood()
      • BaseModel.add_priors()
      • BaseModel.baseline_deterministics
      • BaseModel.baseline_freeRVs
      • BaseModel.bic()
      • BaseModel.cloud_deterministics
      • BaseModel.cloud_freeRVs
      • BaseModel.fit()
      • BaseModel.graph()
      • BaseModel.hyper_deterministics
      • BaseModel.hyper_freeRVs
      • BaseModel.labeller
      • BaseModel.mean_lnlike()
      • BaseModel.null_bic()
      • BaseModel.predict_baseline()
      • BaseModel.reset_results()
      • BaseModel.sample()
      • BaseModel.sample_posterior_predictive()
      • BaseModel.sample_prior_predictive()
      • BaseModel.sample_smc()
      • BaseModel.solve()
      • BaseModel.unique_solution
    • Optimize
      • Optimize.add_likelihood()
      • Optimize.add_priors()
      • Optimize.bics
      • Optimize.fit_all()
      • Optimize.null_bic
      • Optimize.optimize()
      • Optimize.sample_all()
      • Optimize.sample_smc_all()
    • SpecData
      • SpecData.normalize_brightness()
      • SpecData.normalize_spectral()
      • SpecData.unnormalize_brightness()
      • SpecData.unnormalize_spectral()