MomentGauge 1.0 documentation

Contents:

  • About Moment Gauge
  • Getting Started with MomentGauge.Models
  • Gauge Transformation
  • Importance Sampling
  • API Reference
    • MomentGauge
      • MomentGauge.Estimator
        • MomentGauge.Estimator.Estimator
      • MomentGauge.Models
        • MomentGauge.Models.ESBGK
        • MomentGauge.Models.ExpFamilyBase
        • MomentGauge.Models.Maxwellian
        • MomentGauge.Models.Moment35
        • MomentGauge.Models.Moment35P2
      • MomentGauge.Optim
        • MomentGauge.Optim.BaseOptimizer
        • MomentGauge.Optim.NewtonOptimizer
        • MomentGauge.Optim.SVDNewtonOptimizer
      • MomentGauge.Sampler
        • MomentGauge.Sampler.Base
        • MomentGauge.Sampler.CanonicalExpFamilySampler
        • MomentGauge.Sampler.ExponentialFamilySampler
        • MomentGauge.Sampler.QuadratureSampler
        • MomentGauge.Sampler.SamplerUtility
      • MomentGauge.Statistic
        • MomentGauge.Statistic.PolyGaugedStatistics
        • MomentGauge.Statistic.PolyStatistics
        • MomentGauge.Statistic.SymbolicPolynomials
      • MomentGauge.Test
      • MomentGauge.Utility
    • gague_tutorial
    • started
Theme by the Executable Book Project
  • .rst
Contents
  • Welcome to MomentGauge’s documentation!
  • Indices and tables

Welcome to MomentGauge’s documentation!

Contents

  • Welcome to MomentGauge’s documentation!
  • Indices and tables

Welcome to MomentGauge’s documentation!#

Contents:

  • About Moment Gauge
  • Getting Started with MomentGauge.Models
    • Importing the module and setting up constants
    • Initializing the distribution class
    • Specifying the domain and the natural parameters
    • Converting between different representations
    • Fluid properties
    • Custom statistics
    • Summary
  • Gauge Transformation
    • Import modules
    • Define constants and parameters
    • Initialize distributions
    • Specify moments of the moment 35 distribution
    • Optimize natural parameters of the moment 35 distribution
    • Compute fluid properties
    • Perform gauge transformation
    • Optimize natural parameters again
    • Conclusion
  • Importance Sampling
    • Self-Normalized Importance Sampling
  • API Reference
    • MomentGauge
    • gague_tutorial
    • started

Indices and tables#

  • Index

  • Module Index

  • Search Page

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About Moment Gauge

By Candi Zheng
© Copyright 2023, Candi Zheng.