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versatile-mcmc
0.1.7
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| ▼Cvmcmc::Algorithm | Abstract base class for the core MCMC sampling algorithms |
| Cvmcmc::MetropolisHastings | Implementation of the Metropolis-Hastings algorithm |
| Cvmcmc::MetropolisHastings::ChainConfig | Private class encapsulating Sample chains for parallel tempering |
| Cvmcmc::ChainSetStatistics | Manages a list of ChainStatistics and calculates statistical properties regarding sets of individual chains |
| Cvmcmc::ChainStatistics | Calculates statistical momenta and properties for a given Chain of Samples |
| ▼Cexception | |
| Cvmcmc::Exception | Base class for exceptions thrown by FastMCMC |
| Cvmcmc::is_container< T > | Typetrait checking for STL like container structure |
| Cvmcmc::Logger::Location | A simple struct used by the Logger macros to pass information about the filename and line number |
| Cvmcmc::Logger | A simple MACRO-focussed logging facility |
| Cvmcmc::Parameter | This class represents a fit parameter of the target function to be sampled from |
| Cvmcmc::ParameterConfig | A list of parameters, describing the parameter space of the target function to be evaluated |
| ▼Cvmcmc::Proposal | Base class for proposal functions (alias transition kernels) used by Metropolis-Hastings algorithms to propose a new point in the parameter space |
| ▼Cvmcmc::ProposalDistribution< std::normal_distribution< double > > | |
| Cvmcmc::ProposalNormal | Proposal function drawing randomly from a multivariate normal distribution |
| ▼Cvmcmc::ProposalDistribution< std::student_t_distribution< double > > | |
| Cvmcmc::ProposalStudentT | Proposal function drawing randomly from a multivariate Student-T distribution |
| Cvmcmc::ProposalDistribution< DistributionT > | Abstract proposal function class, which randomly draws from a multivariate random distribution centered at current sample / parameter vector |
| Cvmcmc::RandomPrototype< EngineT > | A thread-safe interface for STL style pesudo random number generators (PRNG) |
| Cvmcmc::Sample | A 'sample' represents a node or data point in a Markov Chain |
| ▼Cvmcmc::Writer | Abstract base class for mechanisms writing output files or producing visual output |
| Cvmcmc::TextFileWriter | A writer streaming incoming samples to textfiles |
1.8.11