API Reference

• Abstract Model Classes
  • Introduction
  • Simulatable - Base Class for Implicit (Simulatable) Models
  • Model - Base Class for Explicit (Likelihood) Models
  • FiniteOutcomeModel - Base Class for Models with a Finite Number of Outcomes
  • DifferentiableModel - Base Class for Explicit Models with Differentiable Likelihoods
• Derived Models
  • Introduction
  • PoisonedModel - Model corrupted by likelihood errors
  • BinomialModel - Model over batches of two-outcome experiments
  • MultinomialModel - Model over batches of D-outcome experiments
  • MLEModel - Model for approximating maximum-likelihood estimation
• Probability Distributions
  • Distribution - Abstract Base Class for Probability Distributions
  • Specific Distributions
  • Combining Distributions
  • Mixins for Distribution Development
• Domains
  • Introduction
  • Domain - Base Class for Domains
  • RealDomain - (A subset of) Real Numbers
  • IntegerDomain - (A subset of) Integers
  • MultinomialDomain - Tuples of Integers with a Constant Sum
• Experiment Design Algorithms
  • Optimization
  • Heuristics
• GPU-Accelerated Models
  • Introduction
  • AcceleratedPrecessionModel - GPU model for a single qubit Larmor precession
• IPython/Jupyter Support
  • Introduction
  • IPythonProgressBar - Progress bar for Jupyter Notebook
• Mixin Classes for Model Development
  • ScoreMixin - Numerical Differentiation for Fisher Scores
• Parallelized Models
  • DirectViewParallelizedModel
• Performance Testing
  • Introduction
  • Function Reference
  • Performance Results Structure
• Randomized Benchmarking
  • RandomizedBenchmarkingModel - Likelihood for RB experiments
• Resampling Algorithms
  • Introduction
  • Resampler - Abstract base class for resampling algorithms
  • LiuWestResampler - Liu and West (2000) resampling algorithm
• Simple Estimation
  • Function Reference
  • Data Argument Type
  • Extra Return Values
• Sequential Monte Carlo
  • SMCUpdater - SMC-Based Particle Updater
• Testing Models
  • Introduction
  • SimplePrecessionModel - Model of a single qubit undergoing Larmor precession
  • NoisyCoinModel - Classical coin flip model corrupted by a noisy process
  • NDieModel
• Quantum Tomography
  • TomographyBasis
  • DensityOperatorDistribution
  • Specific Distributions
  • Models
  • Heuristics
  • Plotting Functions
• Utility Functions
  • Function Reference