Welcome to SMCPy’s documentation!¶

Contents:

  • Introduction
  • Example - Spring Mass System
    • Problem Specification
    • Step 1: Initialization; define the model and generate the data
    • Step 2: Perform Parameter Estimation using SMCPy
    • Step 3: Perform Parameter Estimation using MCMCPy
    • Comparing the Results
    • Running the SMCSampler in Parallel with mpi4py
  • Source Code Documentation
    • SMC Module Documentation
    • Particle Module Documentation
    • MCMC Module Documentation

Indices and tables¶

  • Index
  • Module Index
  • Search Page

SMCPy

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Contents:

  • Introduction
  • Example - Spring Mass System
  • Source Code Documentation

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