Computational Physics Final Project

Contents:

  • Soft-sphere packing
  • Continuous MH Sampler
  • Simple Bayesian Inference Examples
  • Inferring the Distribution of Gravitational Waves
  • 1D Quantum spin chains
  • quicksampler
    • quicksampler package
      • Subpackages
        • quicksampler.samplers package
      • Module contents
Computational Physics Final Project
  • quicksampler
  • quicksampler package
  • View page source

quicksampler package

Subpackages

  • quicksampler.samplers package
    • Submodules
    • quicksampler.samplers.DomainChanger module
      • DomainChanger
        • DomainChanger.compute_transforms()
        • DomainChanger.inverse_log_jacobian()
        • DomainChanger.inverse_transform()
        • DomainChanger.inverse_transform_from_infinite_from_range()
        • DomainChanger.logprob_wrapped()
        • DomainChanger.transform()
        • DomainChanger.transform_to_infinite_from_range()
      • LogisticTransform
        • LogisticTransform.epsilon
        • LogisticTransform.backend
        • LogisticTransform.inverse_transform_from_infinite()
        • LogisticTransform.log_jacobian_determinant()
        • LogisticTransform.transform_to_infinite()
    • quicksampler.samplers.MHSampler module
      • AbstractProposal
        • AbstractProposal.__call__()
      • MHSampler
        • MHSampler.accept_reject()
        • MHSampler.result
        • MHSampler.run()
        • MHSampler.step()
      • SphericalGaussianProposal
        • SphericalGaussianProposal.next_step()
      • convert_to_jax_array()
      • create_rng_key()
    • quicksampler.samplers.NUTS module
      • NUTS
        • NUTS.inference_loop()
        • NUTS.result
        • NUTS.run()
        • NUTS.step()
      • convert_to_jax_array()
    • Module contents

Module contents

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© Copyright 2023, Asad Hussain, Shivan Mittal, Aditi Pujar, Kody Anderson.

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