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4.6.0

Contents:

  • UltraNest
  • Installation
  • Method
  • Basic usage
  • Specifying priors
  • Features
  • API
  • Frequently Asked Questions
  • Contributing
  • Release Notes

Tutorials:

  • Time series fitting
  • Model comparison
  • Higher-dimensional fitting
  • Tutorial: intrinsic distribution
  • Tutorial: fitting a line
  • Tutorial: distribution with outliers
  • Bayesian workflow
  • Warm starting
  • Debugging techniques
  • Simulation-based inference (SBI) acceleration
UltraNest
  • API
  • ultranest package
  • ultranest.simbase package

ultranest.simbase package

Subpackages

  • ultranest.simbase.minisbi package
    • Submodules
    • ultranest.simbase.minisbi.logistic module
      • sigmoid()
      • logit()
      • kuma_log_prob()
      • kuma_icdf()
      • kuma_icdf_np()
      • logistic_log_cdf()
      • nll_kuma_logistic_product()
      • sample_kuma_logistic_product()
      • kuma_logistic_cdf()
      • kuma_logistic_cdf_vec()
      • kuma_logistic_icdf_vec()
      • kuma_logistic_logpdf_vec()
    • ultranest.simbase.minisbi.nested module
      • get_distribution_parameters()
      • KLPTransform
        • KLPTransform.transform()
        • KLPTransform.log_jacobian()
        • KLPTransform.cdf()
        • KLPTransform.logpdf()
    • ultranest.simbase.minisbi.norm module
      • ZScoreNorm
        • ZScoreNorm.fit()
        • ZScoreNorm.forward()
    • ultranest.simbase.minisbi.npe module
      • CascadeNet
        • CascadeNet.forward()
      • NPENetwork
        • NPENetwork.fit_norm()
        • NPENetwork.forward()
      • sample_posterior()
      • train_npe()
    • ultranest.simbase.minisbi.plot module
      • rank_histogram()
      • parameter_coverage_test()
      • posterior_predictive_check()
    • ultranest.simbase.minisbi.utils module
      • sample_prior_u()
      • make_memory()
      • make_cached_generate()
      • inject_noise_batch()
      • random_derangement()
    • Module contents

Module contents

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© Copyright 2014-2024, Johannes Buchner.