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sequince 0.1.0b2.dev2+g4e95529a7 documentation

Contents

  • Installation
  • User guide
    • Core concepts
      • Array backends
      • Particle state and results
      • Step context
      • Random number generation
    • Running inference
      • Pre-built samplers
      • Configuring an SMC runner
      • Built-in callbacks
      • Using observations
      • Working with results
      • Evidence and uncertainty
    • Sampling options
      • Resampling configuration
      • Mutation configuration
    • Advanced workflows
      • Standalone MCMC
      • JAX and functional execution
      • Checkpointing
    • Extending Sequince
      • Custom steps
      • Custom callbacks
  • Examples
  • API reference
    • sequince.array_api
    • sequince.callbacks
    • sequince.checkpoint
    • sequince.density
    • sequince.exceptions
    • sequince.filtering
      • sequince.filtering.kernel
    • sequince.flows
    • sequince.jax
    • sequince.log
    • sequince.mcmc
    • sequince.plot
    • sequince.posterior
    • sequince.prebuilt_samplers
    • sequince.proposals
    • sequince.result
    • sequince.smc
    • sequince.state
    • sequince.stats
    • sequince.steps
      • sequince.steps.base
      • sequince.steps.constraints
      • sequince.steps.context
      • sequince.steps.control
      • sequince.steps.log
      • sequince.steps.meta
      • sequince.steps.mutation
        • sequince.steps.mutation.adaptive
        • sequince.steps.mutation.base
        • sequince.steps.mutation.blackjax
        • sequince.steps.mutation.blocked
        • sequince.steps.mutation.conditional
        • sequince.steps.mutation.emcee
        • sequince.steps.mutation.eryn
        • sequince.steps.mutation.factory
        • sequince.steps.mutation.kernels
        • sequince.steps.mutation.metrics
        • sequince.steps.mutation.metropolis
        • sequince.steps.mutation.minipcn
        • sequince.steps.mutation.rejuvenation
        • sequince.steps.mutation.repeated
      • sequince.steps.persistent
      • sequince.steps.resampling
      • sequince.steps.transformations
      • sequince.steps.transition
      • sequince.steps.waste_free
      • sequince.steps.weighting
    • sequince.target
    • sequince.transforms
    • sequince.typing
    • sequince.utils
      • sequince.utils.bounds
      • sequince.utils.callables
      • sequince.utils.copying
      • sequince.utils.hdf5
      • sequince.utils.optimize
      • sequince.utils.pytrees
      • sequince.utils.random
  • Developer guide
    • Contributing
    • AI policy
  • Citing sequince

Related Packages

  • sequince-density
  • sequince-examples
  • .rst

sequince.steps

Contents

  • Submodules

sequince.steps#

Composable SMC steps.

Submodules#

  • sequince.steps.base
  • sequince.steps.constraints
  • sequince.steps.context
  • sequince.steps.control
  • sequince.steps.log
  • sequince.steps.meta
  • sequince.steps.mutation
  • sequince.steps.persistent
  • sequince.steps.resampling
  • sequince.steps.transformations
  • sequince.steps.transition
  • sequince.steps.waste_free
  • sequince.steps.weighting

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Contents
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By Sequince Developers

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