bpp-phyl  2.2.0
Public Member Functions | Protected Member Functions | Protected Attributes | List of all members
bpp::Coala Class Referenceabstract

The Coala branch-heterogeneous amino-acid substitution model. More...

#include <Bpp/Phyl/Model/Protein/Coala.h>

+ Inheritance diagram for bpp::Coala:
+ Collaboration diagram for bpp::Coala:

Public Member Functions

 Coala (const ProteicAlphabet *alpha, const ProteinSubstitutionModel &model, unsigned int nbAxes=0, bool param=true)
 
virtual ~Coala ()
 
Coala * clone () const
 
std::string getName () const
 Get the name of the model. More...
 
std::string getExch () const
 
void setFreqFromData (const SequenceContainer &data, double pseudoCount=0)
 Set equilibrium frequencies equal to the frequencies estimated from the data. More...
 
std::string getEmpiricalMatrixFile () const
 
size_t getNumberOfStates () const
 Get the number of states. More...
 
virtual const std::vector< int > & getAlphabetStates () const =0
 
virtual const StateMap & getStateMap () const =0
 
virtual std::vector< size_t > getModelStates (int code) const =0
 Get the state in the model corresponding to a particular state in the alphabet. More...
 
virtual std::vector< size_t > getModelStates (const std::string &code) const =0
 Get the state in the model corresponding to a particular state in the alphabet. More...
 
virtual int getAlphabetStateAsInt (size_t index) const =0
 
virtual std::string getAlphabetStateAsChar (size_t index) const =0
 
virtual double freq (size_t i) const =0
 
virtual double Qij (size_t i, size_t j) const =0
 
virtual double Pij_t (size_t i, size_t j, double t) const =0
 
virtual double dPij_dt (size_t i, size_t j, double t) const =0
 
virtual double d2Pij_dt2 (size_t i, size_t j, double t) const =0
 
virtual const Vdouble & getFrequencies () const =0
 
virtual const Matrix< double > & getGenerator () const =0
 
virtual const Matrix< double > & getExchangeabilityMatrix () const =0
 
virtual double Sij (size_t i, size_t j) const =0
 
virtual const Matrix< double > & getPij_t (double t) const =0
 
virtual const Matrix< double > & getdPij_dt (double t) const =0
 
virtual const Matrix< double > & getd2Pij_dt2 (double t) const =0
 
virtual void enableEigenDecomposition (bool yn)=0
 Set if eigenValues and Vectors must be computed. More...
 
virtual bool enableEigenDecomposition ()=0
 Tell if eigenValues and Vectors must be computed. More...
 
virtual const Vdouble & getEigenValues () const =0
 
virtual const Vdouble & getIEigenValues () const =0
 
virtual bool isDiagonalizable () const =0
 
virtual bool isNonSingular () const =0
 
virtual const Matrix< double > & getRowLeftEigenVectors () const =0
 
virtual const Matrix< double > & getColumnRightEigenVectors () const =0
 
virtual const Alphabet * getAlphabet () const =0
 
virtual double getInitValue (size_t i, int state) const =0 throw (IndexOutOfBoundsException, BadIntException)
 
virtual double getScale () const =0
 Get the scalar product of diagonal elements of the generator and the frequencies vector. If the generator is normalized, then scale=1. Otherwise each element must be multiplied by 1/scale. More...
 
virtual void setScale (double scale)=0
 Multiplies the current generator by the given scale. More...
 
virtual double getRate () const =0
 Get the rate. More...
 
virtual void setRate (double rate)=0
 Set the rate of the model (must be positive). More...
 
virtual void addRateParameter ()=0
 
virtual void setFreq (std::map< int, double > &frequencies)
 Set equilibrium frequencies. More...
 
virtual const FrequenciesSet * getFrequenciesSet () const
 If the model owns a FrequenciesSet, returns a pointer to it, otherwise return 0. More...
 
const Alphabet * getAlphabet () const
 
const StateMap & getStateMap () const
 
const std::vector< int > & getAlphabetStates () const
 
std::string getAlphabetStateAsChar (size_t index) const
 
int getAlphabetStateAsInt (size_t index) const
 
std::vector< size_t > getModelStates (int code) const
 Get the state in the model corresponding to a particular state in the alphabet. More...
 
std::vector< size_t > getModelStates (const std::string &code) const
 Get the state in the model corresponding to a particular state in the alphabet. More...
 
virtual const Vdouble & getFrequencies () const
 
const Matrix< double > & getGenerator () const
 
const Matrix< double > & getExchangeabilityMatrix () const
 
double Sij (size_t i, size_t j) const
 
virtual const Matrix< double > & getPij_t (double t) const
 
virtual const Matrix< double > & getdPij_dt (double t) const
 
virtual const Matrix< double > & getd2Pij_dt2 (double t) const
 
const Vdouble & getEigenValues () const
 
const Vdouble & getIEigenValues () const
 
bool isDiagonalizable () const
 
bool isNonSingular () const
 
const Matrix< double > & getRowLeftEigenVectors () const
 
const Matrix< double > & getColumnRightEigenVectors () const
 
virtual double freq (size_t i) const
 
virtual double Qij (size_t i, size_t j) const
 
virtual double Pij_t (size_t i, size_t j, double t) const
 
virtual double dPij_dt (size_t i, size_t j, double t) const
 
virtual double d2Pij_dt2 (size_t i, size_t j, double t) const
 
double getInitValue (size_t i, int state) const throw (IndexOutOfBoundsException, BadIntException)
 
virtual void setFreq (std::map< int, double > &)
 Set equilibrium frequencies. More...
 
void enableEigenDecomposition (bool yn)
 Set if eigenValues and Vectors must be computed. More...
 
bool enableEigenDecomposition ()
 Tell if eigenValues and Vectors must be computed. More...
 
virtual void fireParameterChanged (const ParameterList &parameters)
 Tells the model that a parameter value has changed. More...
 
void addRateParameter ()
 
double getScale () const
 Get the scalar product of diagonal elements of the generator and the frequencies vector. If the generator is normalized, then scale=1. Otherwise each element must be multiplied by 1/scale. More...
 
void setScale (double scale)
 Multiplies the current generator by the given scale. More...
 
virtual double getRate () const
 Get the rate. More...
 
virtual void setRate (double rate)
 Set the rate of the model (must be positive). More...
 
size_t getNbrOfAxes () const
 
const RowMatrix< double > & getTppalAxesMatrix () const
 
const RowMatrix< double > & getRowCoordinates () const
 
const std::vector< double > & getColumnWeights () const
 
void setParamValues (const std::map< std::string, std::string > &valuesSettings)
 

Protected Member Functions

void readFromFile (std::string &file)
 
void computeEquilibriumFrequencies ()
 
void updateMatrices ()
 Compute and diagonalize the $Q$ matrix, and fill the eigenValues_, leftEigenVectors_ and rightEigenVectors_ matrices. More...
 
ParameterList computeCOA (const SequenceContainer &data, bool param=true)
 
std::vector< double > prodMatrixVector (RowMatrix< double > &P, std::vector< double > &V)
 

Protected Attributes

bool init_
 
unsigned int nbrOfAxes_
 
std::string exch_
 
std::string file_
 
bool param_
 
const Alphabet * alphabet_
 The alphabet relevant to this model. More...
 
std::auto_ptr< StateMap > stateMap_
 The map of model states with alphabet states. More...
 
size_t size_
 The size of the generator, i.e. the number of states. More...
 
double rate_
 The rate of the model (default: 1). The generator (and all its vectorial components) is independent of the rate, since it should be normalized. More...
 
RowMatrix< double > generator_
 The generator matrix $Q$ of the model. More...
 
Vdouble freq_
 The vector $\pi_e$ of equilibrium frequencies. More...
 
RowMatrix< double > exchangeability_
 The exchangeability matrix $S$ of the model, defined as $ S_{ij}=\frac{Q_{ij}}{\pi_j}$. When the model is reversible, this matrix is symetric. More...
 
RowMatrix< double > pijt_
 These ones are for bookkeeping: More...
 
RowMatrix< double > dpijt_
 
RowMatrix< double > d2pijt_
 
bool eigenDecompose_
 Tell if the eigen decomposition should be performed. More...
 
Vdouble eigenValues_
 The vector of eigen values. More...
 
Vdouble iEigenValues_
 The vector of the imaginary part of the eigen values. More...
 
bool isDiagonalizable_
 boolean value for diagonalizability in R of the generator_ More...
 
RowMatrix< double > rightEigenVectors_
 The $U^-1$ matrix made of right eigen vectors (by column). More...
 
bool isNonSingular_
 boolean value for non-singularity of rightEigenVectors_ More...
 
RowMatrix< double > leftEigenVectors_
 The $U$ matrix made of left eigen vectors (by row) if rightEigenVectors_ is non-singular. More...
 
std::vector< RowMatrix< double > > vPowGen_
 vector of the powers of generator_ for Taylor development (if rightEigenVectors_ is singular). More...
 
RowMatrix< double > tmpMat_
 For computational issues. More...
 
RowMatrix< double > P_
 
RowMatrix< double > R_
 
std::vector< double > colWeights_
 
std::map< std::string, std::string > paramValues_
 

Detailed Description

The Coala branch-heterogeneous amino-acid substitution model.

This branch-heterogeneous model allows each branch to have its own set of amino acid equilibrium frequencies. It makes use of a Correspondence Analysis to reduce the number of parameters to be optimized through Maximum Likelihood, focusing on most of the compositional variation observed in the data. The same COA is used for all branches. An empirical exchangeability matrix is used, common to all branches. The choice of this matrix is up to the user. A user-defined empirical matrix can also be employed. The model may also be used as a branch-homogeneous but non-stationary model, where the same estimated equilibrium frequencies are used for all branches, but different equilibrium frequencies (that are optimized) are used on the root. Finally, the model may be employed as a branch-homogeneous and stationary model, where the frequencies at the root are similar to the ones on branches.

Author
Mathieu Groussin
Parameters
alphaThe alphabet (Protein)
nbAxesThe number of principal axes of the COA that have to be taken into account to optimize the 20 branch-specific equilibrium frequencies. This number is common to all branches, as well as on the root, where frequencies are optimized with a MVAprotein object (See the ProteinFrequenciesSet class).
exchThe exchangeability matrix. The matrices currently available are DSO78, JTT92, WAG01 or LG08. A user-defined matrix can be specified with the 'file' argument.
file[optional] Used only to specify the file containing the user-defined exchangeabilities, written in PAML format.

Definition at line 72 of file Coala.h.

Constructor & Destructor Documentation

◆ Coala()

Coala::Coala ( const ProteicAlphabet *  alpha,
const ProteinSubstitutionModel &  model,
unsigned int  nbAxes = 0,
bool  param = true 
)

Definition at line 65 of file Coala.cpp.

References bpp::AbstractSubstitutionModel::exchangeability_, bpp::SubstitutionModel::getExchangeabilityMatrix(), getName(), and updateMatrices().

Referenced by clone().

◆ ~Coala()

virtual bpp::Coala::~Coala ( )
inlinevirtual

Definition at line 90 of file Coala.h.

Member Function Documentation

◆ addRateParameter() [1/2]

void AbstractSubstitutionModel::addRateParameter ( )
virtualinherited

Implements bpp::SubstitutionModel.

Definition at line 433 of file AbstractSubstitutionModel.cpp.

References bpp::AbstractSubstitutionModel::rate_.

◆ addRateParameter() [2/2]

virtual void bpp::SubstitutionModel::addRateParameter ( )
pure virtualinherited

Implemented in bpp::AbstractSubstitutionModel, bpp::AbstractBiblioSubstitutionModel, bpp::G2001, and bpp::TS98.

Referenced by bpp::AbstractBiblioSubstitutionModel::addRateParameter().

◆ clone()

Coala* bpp::Coala::clone ( ) const
inlinevirtual

Implements bpp::AbstractReversibleSubstitutionModel.

Definition at line 97 of file Coala.h.

References Coala().

◆ computeCOA()

ParameterList CoalaCore::computeCOA ( const SequenceContainer &  data,
bool  param = true 
)
protectedinherited

Definition at line 77 of file CoalaCore.cpp.

References bpp::CoalaCore::colWeights_, bpp::CoalaCore::nbrOfAxes_, bpp::CoalaCore::P_, bpp::CoalaCore::paramValues_, and bpp::CoalaCore::R_.

Referenced by setFreqFromData().

◆ computeEquilibriumFrequencies()

void Coala::computeEquilibriumFrequencies ( )
protected

Definition at line 122 of file Coala.cpp.

References bpp::CoalaCore::colWeights_, bpp::AbstractSubstitutionModel::freq_, init_, nbrOfAxes_, bpp::CoalaCore::P_, and bpp::CoalaCore::prodMatrixVector().

Referenced by updateMatrices().

◆ d2Pij_dt2() [1/2]

virtual double bpp::AbstractSubstitutionModel::d2Pij_dt2 ( size_t  i,
size_t  j,
double  t 
) const
inlinevirtualinherited
Returns
The second order derivative of the probability of change from state i to state j with respect to time t, at time t.
See also
getd2Pij_dt2(), getStates()

Implements bpp::SubstitutionModel.

Reimplemented in bpp::F84, bpp::HKY85, bpp::JCprot, bpp::T92, bpp::K80, bpp::RN95, bpp::TN93, bpp::RE08, bpp::JCnuc, bpp::RN95s, and bpp::BinarySubstitutionModel.

Definition at line 281 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::getd2Pij_dt2().

◆ d2Pij_dt2() [2/2]

virtual double bpp::SubstitutionModel::d2Pij_dt2 ( size_t  i,
size_t  j,
double  t 
) const
pure virtualinherited
Returns
The second order derivative of the probability of change from state i to state j with respect to time t, at time t.
See also
getd2Pij_dt2(), getStates()

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, bpp::F84, bpp::HKY85, bpp::JCprot, bpp::T92, bpp::K80, bpp::RN95, bpp::TN93, bpp::RE08, bpp::JCnuc, bpp::RN95s, bpp::BinarySubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::d2Pij_dt2().

◆ dPij_dt() [1/2]

virtual double bpp::AbstractSubstitutionModel::dPij_dt ( size_t  i,
size_t  j,
double  t 
) const
inlinevirtualinherited
Returns
The first order derivative of the probability of change from state i to state j with respect to time t, at time t.
See also
getdPij_dt(), getStates()

Implements bpp::SubstitutionModel.

Reimplemented in bpp::F84, bpp::HKY85, bpp::JCprot, bpp::T92, bpp::K80, bpp::RN95, bpp::TN93, bpp::RE08, bpp::JCnuc, bpp::RN95s, and bpp::BinarySubstitutionModel.

Definition at line 280 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::getdPij_dt().

◆ dPij_dt() [2/2]

virtual double bpp::SubstitutionModel::dPij_dt ( size_t  i,
size_t  j,
double  t 
) const
pure virtualinherited
Returns
The first order derivative of the probability of change from state i to state j with respect to time t, at time t.
See also
getdPij_dt(), getStates()

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, bpp::F84, bpp::HKY85, bpp::JCprot, bpp::T92, bpp::K80, bpp::RN95, bpp::TN93, bpp::RE08, bpp::JCnuc, bpp::RN95s, bpp::BinarySubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::dPij_dt().

◆ enableEigenDecomposition() [1/4]

void bpp::AbstractSubstitutionModel::enableEigenDecomposition ( bool  yn)
inlinevirtualinherited

Set if eigenValues and Vectors must be computed.

Implements bpp::SubstitutionModel.

Definition at line 289 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::eigenDecompose_.

◆ enableEigenDecomposition() [2/4]

bool bpp::AbstractSubstitutionModel::enableEigenDecomposition ( )
inlinevirtualinherited

Tell if eigenValues and Vectors must be computed.

Implements bpp::SubstitutionModel.

Definition at line 291 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::eigenDecompose_.

Referenced by bpp::AbstractCodonSubstitutionModel::AbstractCodonSubstitutionModel(), bpp::AbstractWordSubstitutionModel::AbstractWordSubstitutionModel(), bpp::AbstractWordSubstitutionModel::updateMatrices(), bpp::gBGC::updateMatrices(), bpp::RN95s::updateMatrices(), bpp::RN95::updateMatrices(), and bpp::AbstractSubstitutionModel::updateMatrices().

◆ enableEigenDecomposition() [3/4]

virtual void bpp::SubstitutionModel::enableEigenDecomposition ( bool  yn)
pure virtualinherited

Set if eigenValues and Vectors must be computed.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractCodonSubstitutionModel::AbstractCodonSubstitutionModel(), bpp::AbstractBiblioSubstitutionModel::enableEigenDecomposition(), and bpp::YpR::YpR().

◆ enableEigenDecomposition() [4/4]

virtual bool bpp::SubstitutionModel::enableEigenDecomposition ( )
pure virtualinherited

Tell if eigenValues and Vectors must be computed.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

◆ fireParameterChanged()

virtual void bpp::AbstractSubstitutionModel::fireParameterChanged ( const ParameterList &  parameters)
inlinevirtualinherited

Tells the model that a parameter value has changed.

This updates the matrices consequently.

Reimplemented in bpp::JCprot, bpp::YpR, bpp::RE08, bpp::CodonDistanceFrequenciesSubstitutionModel, bpp::UserProteinSubstitutionModel, bpp::WAG01, bpp::CodonDistancePhaseFrequenciesSubstitutionModel, bpp::DSO78, bpp::JTT92, bpp::CodonDistanceFitnessPhaseFrequenciesSubstitutionModel, bpp::LG08, bpp::CodonDistanceSubstitutionModel, bpp::gBGC, bpp::CodonRateFrequenciesSubstitutionModel, and bpp::CodonRateSubstitutionModel.

Definition at line 298 of file AbstractSubstitutionModel.h.

References bpp::SubstitutionModel::getName(), and bpp::AbstractSubstitutionModel::updateMatrices().

Referenced by bpp::CodonRateSubstitutionModel::fireParameterChanged(), bpp::CodonRateFrequenciesSubstitutionModel::fireParameterChanged(), bpp::gBGC::fireParameterChanged(), bpp::CodonDistanceSubstitutionModel::fireParameterChanged(), bpp::LG08::fireParameterChanged(), bpp::CodonDistanceFitnessPhaseFrequenciesSubstitutionModel::fireParameterChanged(), bpp::DSO78::fireParameterChanged(), bpp::JTT92::fireParameterChanged(), bpp::CodonDistancePhaseFrequenciesSubstitutionModel::fireParameterChanged(), bpp::WAG01::fireParameterChanged(), bpp::UserProteinSubstitutionModel::fireParameterChanged(), bpp::CodonDistanceFrequenciesSubstitutionModel::fireParameterChanged(), and bpp::JCprot::fireParameterChanged().

◆ freq() [1/2]

virtual double bpp::SubstitutionModel::freq ( size_t  i) const
pure virtualinherited
Returns
Equilibrium frequency associated to character i.
See also
getFrequencies(), getStates()

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::TwoTreeLikelihood::computeTreeD2Likelihood(), bpp::TwoTreeLikelihood::computeTreeDLikelihood(), and bpp::AbstractBiblioSubstitutionModel::freq().

◆ freq() [2/2]

virtual double bpp::AbstractSubstitutionModel::freq ( size_t  i) const
inlinevirtualinherited
Returns
Equilibrium frequency associated to character i.
See also
getFrequencies(), getStates()

Implements bpp::SubstitutionModel.

Definition at line 275 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::freq_.

◆ getAlphabet() [1/2]

const Alphabet* bpp::AbstractSubstitutionModel::getAlphabet ( ) const
inlinevirtualinherited
Returns
Get the alphabet associated to this model.

Implements bpp::SubstitutionModel.

Definition at line 237 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::alphabet_.

Referenced by bpp::AbstractWordSubstitutionModel::AbstractWordSubstitutionModel(), bpp::WordSubstitutionModel::completeMatrices(), bpp::AbstractWordSubstitutionModel::extractAlph(), bpp::AbstractWordSubstitutionModel::getNumberOfStates(), and bpp::AbstractWordSubstitutionModel::operator=().

◆ getAlphabet() [2/2]

virtual const Alphabet* bpp::SubstitutionModel::getAlphabet ( ) const
pure virtualinherited
Returns
Get the alphabet associated to this model.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AAExteriorSubstitutionRegister::AAExteriorSubstitutionRegister(), bpp::AAInteriorSubstitutionRegister::AAInteriorSubstitutionRegister(), bpp::SubstitutionModelSet::addModel(), bpp::DecompositionReward::alphabetIndexHasChanged(), bpp::ComprehensiveSubstitutionRegister::ComprehensiveSubstitutionRegister(), bpp::DecompositionReward::DecompositionReward(), bpp::DecompositionSubstitutionCount::DecompositionSubstitutionCount(), bpp::AbstractMutationProcess::detailedEvolve(), bpp::LaplaceSubstitutionCount::getAllNumbersOfSubstitutions(), bpp::AbstractSubstitutionRegister::getAlphabet(), bpp::AbstractBiblioSubstitutionModel::getAlphabet(), bpp::MarkovModulatedSubstitutionModel::getAlphabet(), bpp::SubstitutionMappingTools::getNormalizationsPerBranch(), bpp::DnDsSubstitutionRegister::getType(), bpp::SelectedSubstitutionRegister::SelectedSubstitutionRegister(), bpp::CategorySubstitutionRegister::setCategories(), bpp::LaplaceSubstitutionCount::setSubstitutionModel(), bpp::UniformizationSubstitutionCount::setSubstitutionModel(), bpp::DecompositionSubstitutionCount::setSubstitutionModel(), bpp::DecompositionReward::setSubstitutionModel(), bpp::UniformizationSubstitutionCount::substitutionRegisterHasChanged(), bpp::DecompositionSubstitutionCount::substitutionRegisterHasChanged(), bpp::UniformizationSubstitutionCount::UniformizationSubstitutionCount(), bpp::YpR::updateMatrices(), and bpp::BppOSubstitutionModelFormat::writeMixed_().

◆ getAlphabetStateAsChar() [1/2]

std::string bpp::AbstractSubstitutionModel::getAlphabetStateAsChar ( size_t  index) const
inlinevirtualinherited
Parameters
indexThe model state.
Returns
The corresponding alphabet state as character code.

Implements bpp::SubstitutionModel.

Definition at line 243 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::stateMap_.

◆ getAlphabetStateAsChar() [2/2]

virtual std::string bpp::SubstitutionModel::getAlphabetStateAsChar ( size_t  index) const
pure virtualinherited
Parameters
indexThe model state.
Returns
The corresponding alphabet state as character code.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::getAlphabetStateAsChar(), bpp::TwoTreeLikelihood::getAlphabetStateAsChar(), bpp::AbstractHomogeneousTreeLikelihood::getAlphabetStateAsChar(), and bpp::SubstitutionModelSet::getAlphabetStateAsChar().

◆ getAlphabetStateAsInt() [1/2]

int bpp::AbstractSubstitutionModel::getAlphabetStateAsInt ( size_t  index) const
inlinevirtualinherited
Parameters
indexThe model state.
Returns
The corresponding alphabet state as character code.

Implements bpp::SubstitutionModel.

Definition at line 245 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::stateMap_.

◆ getAlphabetStateAsInt() [2/2]

virtual int bpp::SubstitutionModel::getAlphabetStateAsInt ( size_t  index) const
pure virtualinherited
Parameters
indexThe model state.
Returns
The corresponding alphabet state as character code.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::getAlphabetStateAsInt(), bpp::TwoTreeLikelihood::getAlphabetStateAsInt(), bpp::AbstractHomogeneousTreeLikelihood::getAlphabetStateAsInt(), bpp::SubstitutionModelSet::getAlphabetStateAsInt(), bpp::MarginalAncestralStateReconstruction::getAncestralSequenceForNode(), bpp::CategorySubstitutionRegister::getCategory(), bpp::SiteSimulationResult::getSite(), bpp::CategorySubstitutionRegister::getType(), bpp::TsTvSubstitutionRegister::getType(), bpp::DnDsSubstitutionRegister::getType(), bpp::GCSynonymousSubstitutionRegister::getType(), and bpp::NonHomogeneousSequenceSimulator::multipleEvolve().

◆ getAlphabetStates() [1/2]

virtual const std::vector<int>& bpp::SubstitutionModel::getAlphabetStates ( ) const
pure virtualinherited
Returns
The alphabet states of each state of the model, as a vector of int codes.
See also
Alphabet

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::DecompositionReward::computeBMatrice_(), bpp::UniformizationSubstitutionCount::computeCounts_(), bpp::DecompositionSubstitutionCount::computeCounts_(), bpp::DecompositionSubstitutionCount::fillBMatrices_(), bpp::AbstractBiblioSubstitutionModel::getAlphabetStates(), bpp::TwoTreeLikelihood::getAlphabetStates(), bpp::AbstractHomogeneousTreeLikelihood::getAlphabetStates(), bpp::SubstitutionModelSet::getAlphabetStates(), bpp::SubstitutionMappingTools::getNormalizationsPerBranch(), bpp::CategorySubstitutionRegister::setCategories(), bpp::NaiveSubstitutionCount::setSubstitutionModel(), and bpp::LabelSubstitutionCount::setSubstitutionModel().

◆ getAlphabetStates() [2/2]

const std::vector<int>& bpp::AbstractSubstitutionModel::getAlphabetStates ( ) const
inlinevirtualinherited
Returns
The alphabet states of each state of the model, as a vector of int codes.
See also
Alphabet

Implements bpp::SubstitutionModel.

Definition at line 241 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::stateMap_.

◆ getColumnRightEigenVectors() [1/2]

const Matrix<double>& bpp::AbstractSubstitutionModel::getColumnRightEigenVectors ( ) const
inlinevirtualinherited
Returns
A matrix with right eigen vectors. Each column in the matrix stands for an eigen vector.

Implements bpp::SubstitutionModel.

Definition at line 273 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::rightEigenVectors_.

◆ getColumnRightEigenVectors() [2/2]

virtual const Matrix<double>& bpp::SubstitutionModel::getColumnRightEigenVectors ( ) const
pure virtualinherited
Returns
A matrix with right eigen vectors. Each column in the matrix stands for an eigen vector.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::DecompositionSubstitutionCount::computeEigen_(), bpp::DecompositionReward::computeEigen_(), bpp::AbstractBiblioSubstitutionModel::getColumnRightEigenVectors(), and bpp::MarkovModulatedSubstitutionModel::updateMatrices().

◆ getColumnWeights()

const std::vector<double>& bpp::CoalaCore::getColumnWeights ( ) const
inlineinherited

Definition at line 88 of file CoalaCore.h.

References bpp::CoalaCore::colWeights_.

Referenced by bpp::MvaFrequenciesSet::initSet().

◆ getd2Pij_dt2() [1/2]

const Matrix< double > & AbstractSubstitutionModel::getd2Pij_dt2 ( double  t) const
virtualinherited
Returns
All second order derivatives of the probability of change from state i to state j with respect to time t, at time t.
See also
d2Pij_dt2()

Implements bpp::SubstitutionModel.

Reimplemented in bpp::AbstractMixedSubstitutionModel, bpp::F84, bpp::HKY85, bpp::JCprot, bpp::T92, bpp::K80, bpp::RN95, bpp::TN93, bpp::RE08, bpp::JCnuc, bpp::RN95s, bpp::BinarySubstitutionModel, and bpp::WordSubstitutionModel.

Definition at line 274 of file AbstractSubstitutionModel.cpp.

References bpp::AbstractSubstitutionModel::d2pijt_, bpp::AbstractSubstitutionModel::eigenValues_, bpp::AbstractSubstitutionModel::iEigenValues_, bpp::AbstractSubstitutionModel::isDiagonalizable_, bpp::AbstractSubstitutionModel::isNonSingular_, bpp::AbstractSubstitutionModel::leftEigenVectors_, bpp::AbstractSubstitutionModel::rate_, bpp::AbstractSubstitutionModel::rightEigenVectors_, bpp::AbstractSubstitutionModel::size_, bpp::AbstractSubstitutionModel::tmpMat_, and bpp::AbstractSubstitutionModel::vPowGen_.

Referenced by bpp::AbstractSubstitutionModel::d2Pij_dt2().

◆ getd2Pij_dt2() [2/2]

virtual const Matrix<double>& bpp::SubstitutionModel::getd2Pij_dt2 ( double  t) const
pure virtualinherited
Returns
All second order derivatives of the probability of change from state i to state j with respect to time t, at time t.
See also
d2Pij_dt2()

Implemented in bpp::AbstractSubstitutionModel, bpp::AbstractMixedSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, bpp::F84, bpp::HKY85, bpp::JCprot, bpp::T92, bpp::K80, bpp::RN95, bpp::TN93, bpp::RE08, bpp::JCnuc, bpp::RN95s, bpp::BinarySubstitutionModel, bpp::AbstractBiblioSubstitutionModel, and bpp::WordSubstitutionModel.

Referenced by bpp::AbstractHomogeneousTreeLikelihood::computeTransitionProbabilitiesForNode(), bpp::AbstractNonHomogeneousTreeLikelihood::computeTransitionProbabilitiesForNode(), bpp::TwoTreeLikelihood::fireParameterChanged(), and bpp::AbstractBiblioSubstitutionModel::getd2Pij_dt2().

◆ getdPij_dt() [1/2]

const Matrix< double > & AbstractSubstitutionModel::getdPij_dt ( double  t) const
virtualinherited
Returns
Get all first order derivatives of the probability of change from state i to state j with respect to time t, at time t.
See also
dPij_dt()

Implements bpp::SubstitutionModel.

Reimplemented in bpp::AbstractMixedSubstitutionModel, bpp::F84, bpp::HKY85, bpp::JCprot, bpp::T92, bpp::K80, bpp::RN95, bpp::TN93, bpp::RE08, bpp::JCnuc, bpp::RN95s, bpp::BinarySubstitutionModel, and bpp::WordSubstitutionModel.

Definition at line 205 of file AbstractSubstitutionModel.cpp.

References bpp::AbstractSubstitutionModel::dpijt_, bpp::AbstractSubstitutionModel::eigenValues_, bpp::AbstractSubstitutionModel::iEigenValues_, bpp::AbstractSubstitutionModel::isDiagonalizable_, bpp::AbstractSubstitutionModel::isNonSingular_, bpp::AbstractSubstitutionModel::leftEigenVectors_, bpp::AbstractSubstitutionModel::rate_, bpp::AbstractSubstitutionModel::rightEigenVectors_, bpp::AbstractSubstitutionModel::size_, bpp::AbstractSubstitutionModel::tmpMat_, and bpp::AbstractSubstitutionModel::vPowGen_.

Referenced by bpp::AbstractSubstitutionModel::dPij_dt().

◆ getdPij_dt() [2/2]

virtual const Matrix<double>& bpp::SubstitutionModel::getdPij_dt ( double  t) const
pure virtualinherited
Returns
Get all first order derivatives of the probability of change from state i to state j with respect to time t, at time t.
See also
dPij_dt()

Implemented in bpp::AbstractSubstitutionModel, bpp::AbstractMixedSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, bpp::F84, bpp::HKY85, bpp::JCprot, bpp::T92, bpp::K80, bpp::RN95, bpp::TN93, bpp::RE08, bpp::JCnuc, bpp::RN95s, bpp::BinarySubstitutionModel, bpp::AbstractBiblioSubstitutionModel, and bpp::WordSubstitutionModel.

Referenced by bpp::AbstractHomogeneousTreeLikelihood::computeTransitionProbabilitiesForNode(), bpp::AbstractNonHomogeneousTreeLikelihood::computeTransitionProbabilitiesForNode(), bpp::TwoTreeLikelihood::fireParameterChanged(), and bpp::AbstractBiblioSubstitutionModel::getdPij_dt().

◆ getEigenValues() [1/2]

const Vdouble& bpp::AbstractSubstitutionModel::getEigenValues ( ) const
inlinevirtualinherited
Returns
A vector with all real parts of the eigen values of the generator of this model;

Implements bpp::SubstitutionModel.

Definition at line 263 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::eigenValues_.

◆ getEigenValues() [2/2]

virtual const Vdouble& bpp::SubstitutionModel::getEigenValues ( ) const
pure virtualinherited
Returns
A vector with all real parts of the eigen values of the generator of this model;

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::DecompositionSubstitutionCount::computeEigen_(), bpp::DecompositionReward::computeEigen_(), bpp::AbstractBiblioSubstitutionModel::getEigenValues(), and bpp::MarkovModulatedSubstitutionModel::updateMatrices().

◆ getEmpiricalMatrixFile()

std::string bpp::Coala::getEmpiricalMatrixFile ( ) const
inline

Definition at line 103 of file Coala.h.

References file_.

◆ getExch()

std::string bpp::Coala::getExch ( ) const
inline

Definition at line 101 of file Coala.h.

References exch_.

Referenced by bpp::BppOSubstitutionModelFormat::write().

◆ getExchangeabilityMatrix() [1/2]

const Matrix<double>& bpp::AbstractSubstitutionModel::getExchangeabilityMatrix ( ) const
inlinevirtualinherited
Returns
The matrix of exchangeability terms. It is recommended that exchangeability matrix be normalized so that the normalized generator be obtained directly by the dot product $S . \pi$.

Implements bpp::SubstitutionModel.

Definition at line 255 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::exchangeability_.

◆ getExchangeabilityMatrix() [2/2]

virtual const Matrix<double>& bpp::SubstitutionModel::getExchangeabilityMatrix ( ) const
pure virtualinherited
Returns
The matrix of exchangeability terms. It is recommended that exchangeability matrix be normalized so that the normalized generator be obtained directly by the dot product $S . \pi$.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by Coala(), bpp::AbstractBiblioSubstitutionModel::getExchangeabilityMatrix(), and bpp::MarkovModulatedSubstitutionModel::updateMatrices().

◆ getFrequencies() [1/2]

virtual const Vdouble& bpp::AbstractSubstitutionModel::getFrequencies ( ) const
inlinevirtualinherited
Returns
A vector of all equilibrium frequencies.
See also
freq()

Implements bpp::SubstitutionModel.

Definition at line 251 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::freq_.

◆ getFrequencies() [2/2]

virtual const Vdouble& bpp::SubstitutionModel::getFrequencies ( ) const
pure virtualinherited
Returns
A vector of all equilibrium frequencies.
See also
freq()

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractHomogeneousTreeLikelihood::applyParameters(), bpp::AbstractHomogeneousTreeLikelihood::computeAllTransitionProbabilities(), bpp::TwoTreeLikelihood::computeTreeLikelihood(), bpp::RHomogeneousTreeLikelihood::fireParameterChanged(), bpp::AbstractBiblioSubstitutionModel::getFrequencies(), bpp::TwoTreeLikelihood::getRootFrequencies(), bpp::AbstractHomogeneousTreeLikelihood::getRootFrequencies(), bpp::NonHomogeneousSequenceSimulator::NonHomogeneousSequenceSimulator(), and bpp::MarkovModulatedSubstitutionModel::updateMatrices().

◆ getFrequenciesSet()

virtual const FrequenciesSet* bpp::SubstitutionModel::getFrequenciesSet ( ) const
inlinevirtualinherited

If the model owns a FrequenciesSet, returns a pointer to it, otherwise return 0.

Reimplemented in bpp::JCprot, bpp::AbstractBiblioSubstitutionModel, bpp::UserProteinSubstitutionModel, bpp::WAG01, bpp::DSO78, bpp::JTT92, bpp::LG08, bpp::YNGKP_M1, bpp::YNGKP_M8, bpp::YNGKP_M7, bpp::AbstractCodonPhaseFrequenciesSubstitutionModel, bpp::YNGKP_M3, bpp::YNGKP_M2, and bpp::AbstractCodonFrequenciesSubstitutionModel.

Definition at line 479 of file SubstitutionModel.h.

Referenced by bpp::AbstractBiblioSubstitutionModel::getFrequenciesSet(), and bpp::BppOSubstitutionModelFormat::write().

◆ getGenerator() [1/2]

const Matrix<double>& bpp::AbstractSubstitutionModel::getGenerator ( ) const
inlinevirtualinherited
Returns
The normalized Markov generator matrix, i.e. all normalized rates of changes from state i to state j. The generator is normalized so that (i) $ \forall i; \sum_j Q_{i,j} = 0 $, meaning that $ $ \forall i; Q_{i,i} = -\sum_{j \neq i}Q_{i,j}$, and (ii) $ \sum_i Q_{i,i} \times \pi_i = -1$. This means that, under normalization, the mean rate of replacement at equilibrium is 1 and that time $t$ are measured in units of expected number of changes per site. Additionnaly, the rate_ attibute provides the possibility to increase or decrease this mean rate.

See Kosiol and Goldman (2005), Molecular Biology And Evolution 22(2) 193-9.

See also
Qij()

Implements bpp::SubstitutionModel.

Definition at line 253 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::generator_.

◆ getGenerator() [2/2]

virtual const Matrix<double>& bpp::SubstitutionModel::getGenerator ( ) const
pure virtualinherited
Returns
The normalized Markov generator matrix, i.e. all normalized rates of changes from state i to state j. The generator is normalized so that (i) $ \forall i; \sum_j Q_{i,j} = 0 $, meaning that $ $ \forall i; Q_{i,i} = -\sum_{j \neq i}Q_{i,j}$, and (ii) $ \sum_i Q_{i,i} \times \pi_i = -1$. This means that, under normalization, the mean rate of replacement at equilibrium is 1 and that time $t$ are measured in units of expected number of changes per site. Additionnaly, the rate_ attibute provides the possibility to increase or decrease this mean rate.

See Kosiol and Goldman (2005), Molecular Biology And Evolution 22(2) 193-9.

See also
Qij()

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::LaplaceSubstitutionCount::computeCounts(), bpp::UniformizationSubstitutionCount::computeCounts_(), bpp::AbstractBiblioSubstitutionModel::getGenerator(), bpp::SimpleMutationProcess::SimpleMutationProcess(), and bpp::MarkovModulatedSubstitutionModel::updateMatrices().

◆ getIEigenValues() [1/2]

const Vdouble& bpp::AbstractSubstitutionModel::getIEigenValues ( ) const
inlinevirtualinherited
Returns
A vector with all imaginary parts of the eigen values of the generator of this model;

Implements bpp::SubstitutionModel.

Definition at line 265 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::iEigenValues_.

◆ getIEigenValues() [2/2]

virtual const Vdouble& bpp::SubstitutionModel::getIEigenValues ( ) const
pure virtualinherited
Returns
A vector with all imaginary parts of the eigen values of the generator of this model;

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::getIEigenValues().

◆ getInitValue() [1/2]

double AbstractSubstitutionModel::getInitValue ( size_t  i,
int  state 
) const
throw (IndexOutOfBoundsException,
BadIntException
)
virtualinherited

This method is used to initialize likelihoods in reccursions. It typically sends 1 if i = state, 0 otherwise, where i is one of the possible states of the alphabet allowed in the model and state is the observed state in the considered sequence/site.

Parameters
ithe index of the state in the model.
stateAn observed state in the sequence/site.
Returns
1 or 0 depending if the two states are compatible.
Exceptions
IndexOutOfBoundsExceptionif array position is out of range.
BadIntExceptionif states are not allowed in the associated alphabet.
See also
getStates();

Implements bpp::SubstitutionModel.

Reimplemented in bpp::RE08.

Definition at line 349 of file AbstractSubstitutionModel.cpp.

◆ getInitValue() [2/2]

virtual double bpp::SubstitutionModel::getInitValue ( size_t  i,
int  state 
) const
throw (IndexOutOfBoundsException,
BadIntException
)
pure virtualinherited

This method is used to initialize likelihoods in reccursions. It typically sends 1 if i = state, 0 otherwise, where i is one of the possible states of the alphabet allowed in the model and state is the observed state in the considered sequence/site.

Parameters
ithe index of the state in the model.
stateAn observed state in the sequence/site.
Returns
1 or 0 depending if the two states are compatible.
Exceptions
IndexOutOfBoundsExceptionif array position is out of range.
BadIntExceptionif states are not allowed in the associated alphabet.
See also
getStates();

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, bpp::RE08, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::getInitValue().

◆ getModelStates() [1/4]

virtual std::vector<size_t> bpp::SubstitutionModel::getModelStates ( int  code) const
pure virtualinherited

Get the state in the model corresponding to a particular state in the alphabet.

Parameters
codeThe alphabet state to check.
Returns
A vector of indices of model states.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::getModelStates(), bpp::SubstitutionModelSet::getModelStates(), and bpp::MarginalAncestralStateReconstruction::recursiveMarginalAncestralStates().

◆ getModelStates() [2/4]

virtual std::vector<size_t> bpp::SubstitutionModel::getModelStates ( const std::string &  code) const
pure virtualinherited

Get the state in the model corresponding to a particular state in the alphabet.

Parameters
codeThe alphabet state to check.
Returns
A vector of indices of model states.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

◆ getModelStates() [3/4]

std::vector<size_t> bpp::AbstractSubstitutionModel::getModelStates ( int  code) const
inlinevirtualinherited

Get the state in the model corresponding to a particular state in the alphabet.

Parameters
codeThe alphabet state to check.
Returns
A vector of indices of model states.

Implements bpp::SubstitutionModel.

Definition at line 247 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::stateMap_.

◆ getModelStates() [4/4]

std::vector<size_t> bpp::AbstractSubstitutionModel::getModelStates ( const std::string &  code) const
inlinevirtualinherited

Get the state in the model corresponding to a particular state in the alphabet.

Parameters
codeThe alphabet state to check.
Returns
A vector of indices of model states.

Implements bpp::SubstitutionModel.

Definition at line 249 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::stateMap_.

◆ getName()

std::string bpp::Coala::getName ( ) const
inlinevirtual

Get the name of the model.

Returns
The name of this model.

Implements bpp::SubstitutionModel.

Definition at line 100 of file Coala.h.

Referenced by Coala().

◆ getNbrOfAxes()

size_t bpp::CoalaCore::getNbrOfAxes ( ) const
inlineinherited

Definition at line 85 of file CoalaCore.h.

References bpp::CoalaCore::nbrOfAxes_.

Referenced by bpp::MvaFrequenciesSet::initSet(), and bpp::BppOSubstitutionModelFormat::write().

◆ getNumberOfStates()

size_t bpp::ProteinSubstitutionModel::getNumberOfStates ( ) const
inlinevirtualinherited

Get the number of states.

For most models, this equals the size of the alphabet.

See also
getAlphabetChars for the list of supported states.
Returns
The number of different states in the model.

Implements bpp::SubstitutionModel.

Definition at line 68 of file ProteinSubstitutionModel.h.

◆ getPij_t() [1/2]

const Matrix< double > & AbstractSubstitutionModel::getPij_t ( double  t) const
virtualinherited
Returns
All probabilities of change from state i to state j during time t.
See also
Pij_t()

Implements bpp::SubstitutionModel.

Reimplemented in bpp::AbstractMixedSubstitutionModel, bpp::F84, bpp::HKY85, bpp::JCprot, bpp::T92, bpp::K80, bpp::RN95, bpp::TN93, bpp::RE08, bpp::JCnuc, bpp::RN95s, bpp::BinarySubstitutionModel, and bpp::WordSubstitutionModel.

Definition at line 134 of file AbstractSubstitutionModel.cpp.

References bpp::AbstractSubstitutionModel::eigenValues_, bpp::AbstractSubstitutionModel::iEigenValues_, bpp::AbstractSubstitutionModel::isDiagonalizable_, bpp::AbstractSubstitutionModel::isNonSingular_, bpp::AbstractSubstitutionModel::leftEigenVectors_, bpp::AbstractSubstitutionModel::pijt_, bpp::AbstractSubstitutionModel::rate_, bpp::AbstractSubstitutionModel::rightEigenVectors_, bpp::AbstractSubstitutionModel::size_, bpp::AbstractSubstitutionModel::tmpMat_, and bpp::AbstractSubstitutionModel::vPowGen_.

Referenced by bpp::AbstractSubstitutionModel::Pij_t().

◆ getPij_t() [2/2]

virtual const Matrix<double>& bpp::SubstitutionModel::getPij_t ( double  t) const
pure virtualinherited
Returns
All probabilities of change from state i to state j during time t.
See also
Pij_t()

Implemented in bpp::AbstractSubstitutionModel, bpp::AbstractMixedSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, bpp::F84, bpp::HKY85, bpp::JCprot, bpp::T92, bpp::K80, bpp::RN95, bpp::TN93, bpp::RE08, bpp::JCnuc, bpp::RN95s, bpp::BinarySubstitutionModel, bpp::AbstractBiblioSubstitutionModel, and bpp::WordSubstitutionModel.

Referenced by bpp::LaplaceSubstitutionCount::computeCounts(), bpp::UniformizationSubstitutionCount::computeCounts_(), bpp::DecompositionSubstitutionCount::computeCounts_(), bpp::DecompositionReward::computeRewards_(), bpp::AbstractHomogeneousTreeLikelihood::computeTransitionProbabilitiesForNode(), bpp::AbstractNonHomogeneousTreeLikelihood::computeTransitionProbabilitiesForNode(), bpp::NonHomogeneousSequenceSimulator::evolve(), bpp::TwoTreeLikelihood::fireParameterChanged(), bpp::OneJumpSubstitutionCount::getAllNumbersOfSubstitutions(), and bpp::AbstractBiblioSubstitutionModel::getPij_t().

◆ getRate() [1/2]

double AbstractSubstitutionModel::getRate ( ) const
virtualinherited

Get the rate.

Implements bpp::SubstitutionModel.

Definition at line 415 of file AbstractSubstitutionModel.cpp.

References bpp::AbstractSubstitutionModel::rate_.

◆ getRate() [2/2]

virtual double bpp::SubstitutionModel::getRate ( ) const
pure virtualinherited

Get the rate.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, bpp::AbstractBiblioSubstitutionModel, bpp::G2001, and bpp::TS98.

Referenced by bpp::AbstractBiblioSubstitutionModel::getRate(), and bpp::MarkovModulatedSubstitutionModel::getRate().

◆ getRowCoordinates()

const RowMatrix<double>& bpp::CoalaCore::getRowCoordinates ( ) const
inlineinherited

Definition at line 87 of file CoalaCore.h.

References bpp::CoalaCore::R_.

Referenced by bpp::MvaFrequenciesSet::initSet().

◆ getRowLeftEigenVectors() [1/2]

const Matrix<double>& bpp::AbstractSubstitutionModel::getRowLeftEigenVectors ( ) const
inlinevirtualinherited
Returns
A matrix with left eigen vectors. Each row in the matrix stands for an eigen vector.

Implements bpp::SubstitutionModel.

Definition at line 271 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::leftEigenVectors_.

◆ getRowLeftEigenVectors() [2/2]

virtual const Matrix<double>& bpp::SubstitutionModel::getRowLeftEigenVectors ( ) const
pure virtualinherited
Returns
A matrix with left eigen vectors. Each row in the matrix stands for an eigen vector.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::DecompositionSubstitutionCount::computeEigen_(), bpp::DecompositionReward::computeEigen_(), and bpp::AbstractBiblioSubstitutionModel::getRowLeftEigenVectors().

◆ getScale() [1/2]

double AbstractSubstitutionModel::getScale ( ) const
virtualinherited

Get the scalar product of diagonal elements of the generator and the frequencies vector. If the generator is normalized, then scale=1. Otherwise each element must be multiplied by 1/scale.

Returns
Minus the scalar product of diagonal elements and the frequencies vector.

Implements bpp::SubstitutionModel.

Definition at line 400 of file AbstractSubstitutionModel.cpp.

References bpp::AbstractSubstitutionModel::freq_, and bpp::AbstractSubstitutionModel::generator_.

Referenced by bpp::AbstractReversibleSubstitutionModel::updateMatrices().

◆ getScale() [2/2]

virtual double bpp::SubstitutionModel::getScale ( ) const
pure virtualinherited

Get the scalar product of diagonal elements of the generator and the frequencies vector. If the generator is normalized, then scale=1. Otherwise each element must be multiplied by 1/scale.

Returns
Minus the scalar product of diagonal elements and the frequencies vector.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::getScale().

◆ getStateMap() [1/2]

virtual const StateMap& bpp::SubstitutionModel::getStateMap ( ) const
pure virtualinherited
Returns
The mapping of model states with alphabet states.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::getStateMap(), bpp::SubstitutionModelSet::getStateMap(), and bpp::NonHomogeneousSequenceSimulator::NonHomogeneousSequenceSimulator().

◆ getStateMap() [2/2]

const StateMap& bpp::AbstractSubstitutionModel::getStateMap ( ) const
inlinevirtualinherited
Returns
The mapping of model states with alphabet states.

Implements bpp::SubstitutionModel.

Definition at line 239 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::stateMap_.

◆ getTppalAxesMatrix()

const RowMatrix<double>& bpp::CoalaCore::getTppalAxesMatrix ( ) const
inlineinherited

Definition at line 86 of file CoalaCore.h.

References bpp::CoalaCore::P_.

Referenced by bpp::MvaFrequenciesSet::initSet().

◆ isDiagonalizable() [1/2]

bool bpp::AbstractSubstitutionModel::isDiagonalizable ( ) const
inlinevirtualinherited
Returns
True if the model is diagonalizable in R.

Implements bpp::SubstitutionModel.

Definition at line 267 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::isDiagonalizable_.

◆ isDiagonalizable() [2/2]

virtual bool bpp::SubstitutionModel::isDiagonalizable ( ) const
pure virtualinherited
Returns
True if the model is diagonalizable in R.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::isDiagonalizable().

◆ isNonSingular() [1/2]

bool bpp::AbstractSubstitutionModel::isNonSingular ( ) const
inlinevirtualinherited
Returns
True is the model is non-singular.

Implements bpp::SubstitutionModel.

Definition at line 269 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::isNonSingular_.

◆ isNonSingular() [2/2]

virtual bool bpp::SubstitutionModel::isNonSingular ( ) const
pure virtualinherited
Returns
True is the model is non-singular.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::isNonSingular().

◆ Pij_t() [1/2]

virtual double bpp::SubstitutionModel::Pij_t ( size_t  i,
size_t  j,
double  t 
) const
pure virtualinherited
Returns
The probability of change from state i to state j during time t.
See also
getPij_t(), getStates()

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, bpp::F84, bpp::HKY85, bpp::JCprot, bpp::T92, bpp::K80, bpp::RN95, bpp::TN93, bpp::RE08, bpp::JCnuc, bpp::RN95s, bpp::BinarySubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::NonHomogeneousSequenceSimulator::evolve(), bpp::SimpleMutationProcess::evolve(), bpp::OneJumpSubstitutionCount::getNumberOfSubstitutions(), and bpp::AbstractBiblioSubstitutionModel::Pij_t().

◆ Pij_t() [2/2]

virtual double bpp::AbstractSubstitutionModel::Pij_t ( size_t  i,
size_t  j,
double  t 
) const
inlinevirtualinherited
Returns
The probability of change from state i to state j during time t.
See also
getPij_t(), getStates()

Implements bpp::SubstitutionModel.

Reimplemented in bpp::F84, bpp::HKY85, bpp::JCprot, bpp::T92, bpp::K80, bpp::RN95, bpp::TN93, bpp::RE08, bpp::JCnuc, bpp::RN95s, and bpp::BinarySubstitutionModel.

Definition at line 279 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::getPij_t().

◆ prodMatrixVector()

vector< double > CoalaCore::prodMatrixVector ( RowMatrix< double > &  P,
std::vector< double > &  V 
)
protectedinherited

Definition at line 176 of file CoalaCore.cpp.

Referenced by computeEquilibriumFrequencies().

◆ Qij() [1/2]

virtual double bpp::SubstitutionModel::Qij ( size_t  i,
size_t  j 
) const
pure virtualinherited
Returns
The rate in the generator of change from state i to state j.
See also
getStates();

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, bpp::AbstractMixedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::UniformizationSubstitutionCount::fillBMatrices_(), bpp::DecompositionSubstitutionCount::fillBMatrices_(), bpp::SubstitutionMappingTools::getNormalizationsPerBranch(), bpp::AbstractMutationProcess::getTimeBeforeNextMutationEvent(), bpp::AbstractBiblioSubstitutionModel::Qij(), bpp::UniformizationSubstitutionCount::setSubstitutionModel(), bpp::SimpleMutationProcess::SimpleMutationProcess(), bpp::UniformizationSubstitutionCount::UniformizationSubstitutionCount(), and bpp::YpR::updateMatrices().

◆ Qij() [2/2]

virtual double bpp::AbstractSubstitutionModel::Qij ( size_t  i,
size_t  j 
) const
inlinevirtualinherited
Returns
The rate in the generator of change from state i to state j.
See also
getStates();

Implements bpp::SubstitutionModel.

Reimplemented in bpp::AbstractMixedSubstitutionModel.

Definition at line 277 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::generator_.

◆ readFromFile()

void Coala::readFromFile ( std::string &  file)
protected

Definition at line 89 of file Coala.cpp.

References bpp::AbstractSubstitutionModel::exchangeability_.

◆ setFreq() [1/2]

void AbstractSubstitutionModel::setFreq ( std::map< int, double > &  frequencies)
virtualinherited

Set equilibrium frequencies.

Parameters
frequenciesThe map of the frequencies to use.

Reimplemented from bpp::SubstitutionModel.

Reimplemented in bpp::F84, bpp::HKY85, bpp::T92, bpp::MixtureOfSubstitutionModels, bpp::AbstractWordSubstitutionModel, bpp::GTR, bpp::RN95, bpp::TN93, bpp::RN95s, bpp::CodonDistanceFrequenciesSubstitutionModel, bpp::MixtureOfASubstitutionModel, bpp::CodonDistanceFitnessPhaseFrequenciesSubstitutionModel, bpp::BinarySubstitutionModel, bpp::CodonDistancePhaseFrequenciesSubstitutionModel, bpp::SSR, bpp::L95, and bpp::CodonRateFrequenciesSubstitutionModel.

Definition at line 388 of file AbstractSubstitutionModel.cpp.

References bpp::AbstractSubstitutionModel::freq_, bpp::AbstractSubstitutionModel::size_, and bpp::AbstractSubstitutionModel::updateMatrices().

Referenced by bpp::AbstractSubstitutionModel::setFreqFromData().

◆ setFreq() [2/2]

virtual void bpp::SubstitutionModel::setFreq ( std::map< int, double > &  frequencies)
inlinevirtualinherited

Set equilibrium frequencies.

Parameters
frequenciesThe map of the frequencies to use.

Reimplemented in bpp::AbstractSubstitutionModel, bpp::F84, bpp::HKY85, bpp::T92, bpp::MixtureOfSubstitutionModels, bpp::AbstractWordSubstitutionModel, bpp::GTR, bpp::RN95, bpp::TN93, bpp::RN95s, bpp::CodonDistanceFrequenciesSubstitutionModel, bpp::AbstractBiblioSubstitutionModel, bpp::MixtureOfASubstitutionModel, bpp::CodonDistanceFitnessPhaseFrequenciesSubstitutionModel, bpp::BinarySubstitutionModel, bpp::CodonDistancePhaseFrequenciesSubstitutionModel, bpp::SSR, bpp::L95, bpp::CodonRateFrequenciesSubstitutionModel, bpp::AbstractCodonPhaseFrequenciesSubstitutionModel, bpp::AbstractCodonFrequenciesSubstitutionModel, and bpp::AbstractCodonFitnessSubstitutionModel.

Definition at line 473 of file SubstitutionModel.h.

Referenced by bpp::AbstractBiblioSubstitutionModel::setFreq().

◆ setFreqFromData()

void Coala::setFreqFromData ( const SequenceContainer &  data,
double  pseudoCount = 0 
)
virtual

Set equilibrium frequencies equal to the frequencies estimated from the data.

Parameters
dataThe sequences to use.
pseudoCountA quantity $\psi$ to add to adjust the observed values in order to prevent issues due to missing states on small data set. The corrected frequencies shall be computed as

\[ \pi_i = \frac{n_i+\psi}{\sum_j (f_j+\psi)} \]

Reimplemented from bpp::AbstractSubstitutionModel.

Definition at line 181 of file Coala.cpp.

References bpp::CoalaCore::computeCOA(), param_, and updateMatrices().

◆ setParamValues()

void bpp::CoalaCore::setParamValues ( const std::map< std::string, std::string > &  valuesSettings)
inlineinherited

Definition at line 89 of file CoalaCore.h.

References bpp::CoalaCore::paramValues_.

◆ setRate() [1/2]

void AbstractSubstitutionModel::setRate ( double  rate)
virtualinherited

Set the rate of the model (must be positive).

Parameters
ratemust be positive.

Implements bpp::SubstitutionModel.

Reimplemented in bpp::AbstractMixedSubstitutionModel.

Definition at line 422 of file AbstractSubstitutionModel.cpp.

References bpp::AbstractSubstitutionModel::rate_.

Referenced by bpp::AbstractMixedSubstitutionModel::setRate().

◆ setRate() [2/2]

virtual void bpp::SubstitutionModel::setRate ( double  rate)
pure virtualinherited

Set the rate of the model (must be positive).

Parameters
ratemust be positive.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, bpp::AbstractBiblioSubstitutionModel, bpp::AbstractMixedSubstitutionModel, bpp::G2001, and bpp::TS98.

Referenced by bpp::AbstractBiblioSubstitutionModel::setRate(), and bpp::MarkovModulatedSubstitutionModel::setRate().

◆ setScale() [1/2]

void AbstractSubstitutionModel::setScale ( double  scale)
virtualinherited

Multiplies the current generator by the given scale.

Parameters
scalethe scale by which the generator is multiplied.

Implements bpp::SubstitutionModel.

Definition at line 409 of file AbstractSubstitutionModel.cpp.

References bpp::AbstractSubstitutionModel::generator_.

◆ setScale() [2/2]

virtual void bpp::SubstitutionModel::setScale ( double  scale)
pure virtualinherited

Multiplies the current generator by the given scale.

Parameters
scalethe scale by which the generator is multiplied.

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::setScale(), and bpp::MarkovModulatedSubstitutionModel::setScale().

◆ Sij() [1/2]

double bpp::AbstractSubstitutionModel::Sij ( size_t  i,
size_t  j 
) const
inlinevirtualinherited
Returns
The exchangeability between state i and state j.

By definition Sij(i,j) = Sij(j,i).

Implements bpp::SubstitutionModel.

Definition at line 257 of file AbstractSubstitutionModel.h.

References bpp::AbstractSubstitutionModel::exchangeability_.

◆ Sij() [2/2]

virtual double bpp::SubstitutionModel::Sij ( size_t  i,
size_t  j 
) const
pure virtualinherited
Returns
The exchangeability between state i and state j.

By definition Sij(i,j) = Sij(j,i).

Implemented in bpp::AbstractSubstitutionModel, bpp::MarkovModulatedSubstitutionModel, and bpp::AbstractBiblioSubstitutionModel.

Referenced by bpp::AbstractBiblioSubstitutionModel::Sij().

◆ updateMatrices()

void Coala::updateMatrices ( )
protectedvirtual

Compute and diagonalize the $Q$ matrix, and fill the eigenValues_, leftEigenVectors_ and rightEigenVectors_ matrices.

The exchangeability_ matrix and freq_ vector must be initialized. This function computes the generator_ matrix with the formula

\[ Q = S \times \pi \]

where $Q$ is the generator matrix, $S$ is the exchangeability matrix and $Pi$ the diagonal matrix with frequencies.

The generator is then scaled so that

\[ \sum_i Q_{i,i} \times \pi_i = -1 \]

( $\pi_i$ are the equilibrium frequencies).

Eigen values and vectors are computed from the scaled generator and assigned to the eigenValues_, rightEigenVectors_ and leftEigenVectors_ variables.

Reimplemented from bpp::AbstractReversibleSubstitutionModel.

Definition at line 173 of file Coala.cpp.

References computeEquilibriumFrequencies(), and bpp::AbstractReversibleSubstitutionModel::updateMatrices().

Referenced by Coala(), and setFreqFromData().

Member Data Documentation

◆ alphabet_

const Alphabet* bpp::AbstractSubstitutionModel::alphabet_
protectedinherited

The alphabet relevant to this model.

Definition at line 86 of file AbstractSubstitutionModel.h.

Referenced by bpp::AbstractWordSubstitutionModel::AbstractWordSubstitutionModel(), bpp::AbstractSubstitutionModel::getAlphabet(), bpp::AbstractWordSubstitutionModel::operator=(), bpp::AbstractSubstitutionModel::operator=(), and bpp::AbstractWordSubstitutionModel::~AbstractWordSubstitutionModel().

◆ colWeights_

std::vector<double> bpp::CoalaCore::colWeights_
protectedinherited

Definition at line 74 of file CoalaCore.h.

Referenced by bpp::CoalaCore::computeCOA(), computeEquilibriumFrequencies(), and bpp::CoalaCore::getColumnWeights().

◆ d2pijt_

RowMatrix<double> bpp::AbstractSubstitutionModel::d2pijt_
mutableprotectedinherited

Definition at line 129 of file AbstractSubstitutionModel.h.

Referenced by bpp::WordSubstitutionModel::getd2Pij_dt2(), bpp::AbstractMixedSubstitutionModel::getd2Pij_dt2(), bpp::AbstractSubstitutionModel::getd2Pij_dt2(), and bpp::AbstractSubstitutionModel::operator=().

◆ dpijt_

RowMatrix<double> bpp::AbstractSubstitutionModel::dpijt_
mutableprotectedinherited

Definition at line 128 of file AbstractSubstitutionModel.h.

Referenced by bpp::WordSubstitutionModel::getdPij_dt(), bpp::AbstractMixedSubstitutionModel::getdPij_dt(), bpp::AbstractSubstitutionModel::getdPij_dt(), and bpp::AbstractSubstitutionModel::operator=().

◆ eigenDecompose_

bool bpp::AbstractSubstitutionModel::eigenDecompose_
protectedinherited

Tell if the eigen decomposition should be performed.

Definition at line 134 of file AbstractSubstitutionModel.h.

Referenced by bpp::AbstractMixedSubstitutionModel::AbstractMixedSubstitutionModel(), bpp::AbstractSubstitutionModel::enableEigenDecomposition(), and bpp::AbstractSubstitutionModel::operator=().

◆ eigenValues_

Vdouble bpp::AbstractSubstitutionModel::eigenValues_
protectedinherited

The vector of eigen values.

Definition at line 139 of file AbstractSubstitutionModel.h.

Referenced by bpp::AbstractMixedSubstitutionModel::AbstractMixedSubstitutionModel(), bpp::AbstractSubstitutionModel::getd2Pij_dt2(), bpp::AbstractSubstitutionModel::getdPij_dt(), bpp::AbstractSubstitutionModel::getEigenValues(), bpp::AbstractSubstitutionModel::getPij_t(), bpp::AbstractSubstitutionModel::operator=(), bpp::RE08::RE08(), bpp::AbstractWordSubstitutionModel::updateMatrices(), bpp::gBGC::updateMatrices(), bpp::BinarySubstitutionModel::updateMatrices(), bpp::RN95s::updateMatrices(), bpp::YpR::updateMatrices(), bpp::TN93::updateMatrices(), bpp::RN95::updateMatrices(), bpp::JCnuc::updateMatrices(), bpp::K80::updateMatrices(), bpp::T92::updateMatrices(), bpp::HKY85::updateMatrices(), bpp::F84::updateMatrices(), bpp::JCprot::updateMatrices(), and bpp::AbstractSubstitutionModel::updateMatrices().

◆ exch_

std::string bpp::Coala::exch_
protected

Definition at line 80 of file Coala.h.

Referenced by getExch().

◆ exchangeability_

RowMatrix<double> bpp::AbstractSubstitutionModel::exchangeability_
protectedinherited

The exchangeability matrix $S$ of the model, defined as $ S_{ij}=\frac{Q_{ij}}{\pi_j}$. When the model is reversible, this matrix is symetric.

Definition at line 122 of file AbstractSubstitutionModel.h.

Referenced by bpp::AbstractMixedSubstitutionModel::AbstractMixedSubstitutionModel(), Coala(), bpp::LGL08_CAT::EmbeddedModel::EmbeddedModel(), bpp::AbstractSubstitutionModel::getExchangeabilityMatrix(), bpp::AbstractSubstitutionModel::operator=(), bpp::RE08::RE08(), readFromFile(), bpp::UserProteinSubstitutionModel::readFromFile(), bpp::AbstractSubstitutionModel::Sij(), bpp::AbstractWordSubstitutionModel::updateMatrices(), bpp::SSR::updateMatrices(), bpp::RN95s::updateMatrices(), bpp::YpR::updateMatrices(), bpp::GTR::updateMatrices(), bpp::TN93::updateMatrices(), bpp::RN95::updateMatrices(), bpp::JCnuc::updateMatrices(), bpp::K80::updateMatrices(), bpp::T92::updateMatrices(), bpp::RE08::updateMatrices(), bpp::HKY85::updateMatrices(), bpp::F84::updateMatrices(), bpp::JCprot::updateMatrices(), bpp::AbstractSubstitutionModel::updateMatrices(), and bpp::AbstractReversibleSubstitutionModel::updateMatrices().

◆ file_

std::string bpp::Coala::file_
protected

Definition at line 81 of file Coala.h.

Referenced by getEmpiricalMatrixFile().

◆ freq_

Vdouble bpp::AbstractSubstitutionModel::freq_
protectedinherited

The vector $\pi_e$ of equilibrium frequencies.

Definition at line 113 of file AbstractSubstitutionModel.h.

Referenced by bpp::AbstractSubstitutionModel::AbstractSubstitutionModel(), bpp::WordSubstitutionModel::completeMatrices(), computeEquilibriumFrequencies(), bpp::RE08::d2Pij_dt2(), bpp::RE08::dPij_dt(), bpp::DSO78::DSO78(), bpp::LG08::fireParameterChanged(), bpp::DSO78::fireParameterChanged(), bpp::JTT92::fireParameterChanged(), bpp::WAG01::fireParameterChanged(), bpp::UserProteinSubstitutionModel::fireParameterChanged(), bpp::JCprot::fireParameterChanged(), bpp::AbstractSubstitutionModel::freq(), bpp::RE08::getd2Pij_dt2(), bpp::RE08::getdPij_dt(), bpp::AbstractSubstitutionModel::getFrequencies(), bpp::RN95s::getPij_t(), bpp::RE08::getPij_t(), bpp::RN95::getPij_t(), bpp::AbstractSubstitutionModel::getScale(), bpp::JCprot::JCprot(), bpp::JTT92::JTT92(), bpp::LG08::LG08(), bpp::AbstractSubstitutionModel::operator=(), bpp::RN95s::Pij_t(), bpp::RE08::Pij_t(), bpp::RN95::Pij_t(), bpp::RE08::RE08(), bpp::UserProteinSubstitutionModel::readFromFile(), bpp::AbstractSubstitutionModel::setFreq(), bpp::LG08::setFreqFromData(), bpp::DSO78::setFreqFromData(), bpp::JTT92::setFreqFromData(), bpp::WAG01::setFreqFromData(), bpp::UserProteinSubstitutionModel::setFreqFromData(), bpp::JCprot::setFreqFromData(), bpp::AbstractWordSubstitutionModel::updateMatrices(), bpp::gBGC::updateMatrices(), bpp::L95::updateMatrices(), bpp::SSR::updateMatrices(), bpp::MixtureOfASubstitutionModel::updateMatrices(), bpp::BinarySubstitutionModel::updateMatrices(), bpp::RN95s::updateMatrices(), bpp::MixtureOfSubstitutionModels::updateMatrices(), bpp::YpR::updateMatrices(), bpp::GTR::updateMatrices(), bpp::TN93::updateMatrices(), bpp::RN95::updateMatrices(), bpp::JCnuc::updateMatrices(), bpp::K80::updateMatrices(), bpp::T92::updateMatrices(), bpp::RE08::updateMatrices(), bpp::HKY85::updateMatrices(), bpp::F84::updateMatrices(), bpp::JCprot::updateMatrices(), bpp::AbstractSubstitutionModel::updateMatrices(), bpp::AbstractReversibleSubstitutionModel::updateMatrices(), bpp::UserProteinSubstitutionModel::UserProteinSubstitutionModel(), and bpp::WAG01::WAG01().

◆ generator_

RowMatrix<double> bpp::AbstractSubstitutionModel::generator_
protectedinherited

The generator matrix $Q$ of the model.

Definition at line 108 of file AbstractSubstitutionModel.h.

Referenced by bpp::AbstractMixedSubstitutionModel::AbstractMixedSubstitutionModel(), bpp::AbstractCodonSubstitutionModel::completeMatrices(), bpp::AbstractSubstitutionModel::getGenerator(), bpp::AbstractSubstitutionModel::getScale(), bpp::AbstractSubstitutionModel::operator=(), bpp::AbstractSubstitutionModel::Qij(), bpp::RE08::RE08(), bpp::AbstractSubstitutionModel::setScale(), bpp::AbstractWordSubstitutionModel::updateMatrices(), bpp::gBGC::updateMatrices(), bpp::L95::updateMatrices(), bpp::BinarySubstitutionModel::updateMatrices(), bpp::RN95s::updateMatrices(), bpp::YpR::updateMatrices(), bpp::RN95::updateMatrices(), bpp::TN93::updateMatrices(), bpp::JCnuc::updateMatrices(), bpp::K80::updateMatrices(), bpp::T92::updateMatrices(), bpp::RE08::updateMatrices(), bpp::HKY85::updateMatrices(), bpp::F84::updateMatrices(), bpp::JCprot::updateMatrices(), bpp::AbstractSubstitutionModel::updateMatrices(), and bpp::AbstractReversibleSubstitutionModel::updateMatrices().

◆ iEigenValues_

Vdouble bpp::AbstractSubstitutionModel::iEigenValues_
protectedinherited

The vector of the imaginary part of the eigen values.

Definition at line 144 of file AbstractSubstitutionModel.h.

Referenced by bpp::AbstractSubstitutionModel::getd2Pij_dt2(), bpp::AbstractSubstitutionModel::getdPij_dt(), bpp::AbstractSubstitutionModel::getIEigenValues(), bpp::AbstractSubstitutionModel::getPij_t(), bpp::AbstractSubstitutionModel::operator=(), bpp::AbstractWordSubstitutionModel::updateMatrices(), bpp::gBGC::updateMatrices(), bpp::RN95s::updateMatrices(), bpp::YpR::updateMatrices(), bpp::RN95::updateMatrices(), and bpp::AbstractSubstitutionModel::updateMatrices().

◆ init_

bool bpp::Coala::init_
protected

Definition at line 78 of file Coala.h.

Referenced by computeEquilibriumFrequencies().

◆ isDiagonalizable_

bool bpp::AbstractSubstitutionModel::isDiagonalizable_
protectedinherited

boolean value for diagonalizability in R of the generator_

Definition at line 150 of file AbstractSubstitutionModel.h.

Referenced by bpp::AbstractReversibleSubstitutionModel::AbstractReversibleSubstitutionModel(), bpp::AbstractSubstitutionModel::getd2Pij_dt2(), bpp::AbstractSubstitutionModel::getdPij_dt(), bpp::AbstractSubstitutionModel::getPij_t(), bpp::AbstractSubstitutionModel::isDiagonalizable(), bpp::AbstractSubstitutionModel::operator=(), bpp::AbstractWordSubstitutionModel::updateMatrices(), bpp::gBGC::updateMatrices(), bpp::RN95s::updateMatrices(), bpp::YpR::updateMatrices(), bpp::RN95::updateMatrices(), and bpp::AbstractSubstitutionModel::updateMatrices().

◆ isNonSingular_

bool bpp::AbstractSubstitutionModel::isNonSingular_
protectedinherited

boolean value for non-singularity of rightEigenVectors_

Definition at line 160 of file AbstractSubstitutionModel.h.

Referenced by bpp::AbstractReversibleSubstitutionModel::AbstractReversibleSubstitutionModel(), bpp::AbstractSubstitutionModel::getd2Pij_dt2(), bpp::AbstractSubstitutionModel::getdPij_dt(), bpp::AbstractSubstitutionModel::getPij_t(), bpp::AbstractSubstitutionModel::isNonSingular(), bpp::AbstractSubstitutionModel::operator=(), bpp::AbstractWordSubstitutionModel::updateMatrices(), bpp::gBGC::updateMatrices(), bpp::RN95s::updateMatrices(), bpp::YpR::updateMatrices(), bpp::RN95::updateMatrices(), and bpp::AbstractSubstitutionModel::updateMatrices().

◆ leftEigenVectors_

RowMatrix<double> bpp::AbstractSubstitutionModel::leftEigenVectors_
protectedinherited

The $U$ matrix made of left eigen vectors (by row) if rightEigenVectors_ is non-singular.

Definition at line 166 of file AbstractSubstitutionModel.h.

Referenced by bpp::AbstractMixedSubstitutionModel::AbstractMixedSubstitutionModel(), bpp::AbstractSubstitutionModel::getd2Pij_dt2(), bpp::AbstractSubstitutionModel::getdPij_dt(), bpp::AbstractSubstitutionModel::getPij_t(), bpp::AbstractSubstitutionModel::getRowLeftEigenVectors(), bpp::AbstractSubstitutionModel::operator=(), bpp::RE08::RE08(), bpp::AbstractWordSubstitutionModel::updateMatrices(), bpp::gBGC::updateMatrices(), bpp::BinarySubstitutionModel::updateMatrices(), bpp::RN95s::updateMatrices(), bpp::YpR::updateMatrices(), bpp::TN93::updateMatrices(), bpp::RN95::updateMatrices(), bpp::JCnuc::updateMatrices(), bpp::K80::updateMatrices(), bpp::T92::updateMatrices(), bpp::HKY85::updateMatrices(), bpp::F84::updateMatrices(), bpp::JCprot::updateMatrices(), and bpp::AbstractSubstitutionModel::updateMatrices().

◆ nbrOfAxes_

unsigned int bpp::Coala::nbrOfAxes_
protected

Definition at line 79 of file Coala.h.

Referenced by computeEquilibriumFrequencies().

◆ P_

RowMatrix<double> bpp::CoalaCore::P_
protectedinherited

Definition at line 72 of file CoalaCore.h.

Referenced by bpp::CoalaCore::computeCOA(), computeEquilibriumFrequencies(), and bpp::CoalaCore::getTppalAxesMatrix().

◆ param_

bool bpp::Coala::param_
protected

Definition at line 82 of file Coala.h.

Referenced by setFreqFromData().

◆ paramValues_

std::map<std::string, std::string> bpp::CoalaCore::paramValues_
protectedinherited

Definition at line 75 of file CoalaCore.h.

Referenced by bpp::CoalaCore::computeCOA(), and bpp::CoalaCore::setParamValues().

◆ pijt_

RowMatrix<double> bpp::AbstractSubstitutionModel::pijt_
mutableprotectedinherited

These ones are for bookkeeping:

Definition at line 127 of file AbstractSubstitutionModel.h.

Referenced by bpp::WordSubstitutionModel::getPij_t(), bpp::AbstractMixedSubstitutionModel::getPij_t(), bpp::AbstractSubstitutionModel::getPij_t(), and bpp::AbstractSubstitutionModel::operator=().

◆ R_

RowMatrix<double> bpp::CoalaCore::R_
protectedinherited

Definition at line 73 of file CoalaCore.h.

Referenced by bpp::CoalaCore::computeCOA(), and bpp::CoalaCore::getRowCoordinates().

◆ rate_

double bpp::AbstractSubstitutionModel::rate_
protectedinherited

The rate of the model (default: 1). The generator (and all its vectorial components) is independent of the rate, since it should be normalized.

Definition at line 103 of file AbstractSubstitutionModel.h.

Referenced by bpp::AbstractSubstitutionModel::addRateParameter(), bpp::RN95s::d2Pij_dt2(), bpp::JCnuc::d2Pij_dt2(), bpp::TN93::d2Pij_dt2(), bpp::RN95::d2Pij_dt2(), bpp::K80::d2Pij_dt2(), bpp::T92::d2Pij_dt2(), bpp::JCprot::d2Pij_dt2(), bpp::HKY85::d2Pij_dt2(), bpp::F84::d2Pij_dt2(), bpp::RN95s::dPij_dt(), bpp::JCnuc::dPij_dt(), bpp::TN93::dPij_dt(), bpp::RN95::dPij_dt(), bpp::K80::dPij_dt(), bpp::T92::dPij_dt(), bpp::JCprot::dPij_dt(), bpp::HKY85::dPij_dt(), bpp::F84::dPij_dt(), bpp::WordSubstitutionModel::getd2Pij_dt2(), bpp::RN95s::getd2Pij_dt2(), bpp::JCnuc::getd2Pij_dt2(), bpp::TN93::getd2Pij_dt2(), bpp::RN95::getd2Pij_dt2(), bpp::K80::getd2Pij_dt2(), bpp::T92::getd2Pij_dt2(), bpp::JCprot::getd2Pij_dt2(), bpp::F84::getd2Pij_dt2(), bpp::HKY85::getd2Pij_dt2(), bpp::AbstractSubstitutionModel::getd2Pij_dt2(), bpp::WordSubstitutionModel::getdPij_dt(), bpp::RN95s::getdPij_dt(), bpp::JCnuc::getdPij_dt(), bpp::TN93::getdPij_dt(), bpp::RN95::getdPij_dt(), bpp::K80::getdPij_dt(), bpp::T92::getdPij_dt(), bpp::JCprot::getdPij_dt(), bpp::HKY85::getdPij_dt(), bpp::F84::getdPij_dt(), bpp::AbstractSubstitutionModel::getdPij_dt(), bpp::WordSubstitutionModel::getPij_t(), bpp::RN95s::getPij_t(), bpp::JCnuc::getPij_t(), bpp::TN93::getPij_t(), bpp::RN95::getPij_t(), bpp::K80::getPij_t(), bpp::T92::getPij_t(), bpp::JCprot::getPij_t(), bpp::HKY85::getPij_t(), bpp::F84::getPij_t(), bpp::AbstractSubstitutionModel::getPij_t(), bpp::AbstractSubstitutionModel::getRate(), bpp::AbstractMixedSubstitutionModel::normalizeVRates(), bpp::AbstractSubstitutionModel::operator=(), bpp::RN95s::Pij_t(), bpp::JCnuc::Pij_t(), bpp::TN93::Pij_t(), bpp::RN95::Pij_t(), bpp::K80::Pij_t(), bpp::T92::Pij_t(), bpp::JCprot::Pij_t(), bpp::HKY85::Pij_t(), bpp::F84::Pij_t(), bpp::AbstractMixedSubstitutionModel::setRate(), bpp::AbstractSubstitutionModel::setRate(), and bpp::BinarySubstitutionModel::updateMatrices().

◆ rightEigenVectors_

RowMatrix<double> bpp::AbstractSubstitutionModel::rightEigenVectors_
protectedinherited

The $U^-1$ matrix made of right eigen vectors (by column).

Definition at line 155 of file AbstractSubstitutionModel.h.

Referenced by bpp::AbstractMixedSubstitutionModel::AbstractMixedSubstitutionModel(), bpp::AbstractSubstitutionModel::getColumnRightEigenVectors(), bpp::AbstractSubstitutionModel::getd2Pij_dt2(), bpp::AbstractSubstitutionModel::getdPij_dt(), bpp::AbstractSubstitutionModel::getPij_t(), bpp::AbstractSubstitutionModel::operator=(), bpp::RE08::RE08(), bpp::AbstractWordSubstitutionModel::updateMatrices(), bpp::gBGC::updateMatrices(), bpp::BinarySubstitutionModel::updateMatrices(), bpp::RN95s::updateMatrices(), bpp::YpR::updateMatrices(), bpp::TN93::updateMatrices(), bpp::RN95::updateMatrices(), bpp::JCnuc::updateMatrices(), bpp::K80::updateMatrices(), bpp::T92::updateMatrices(), bpp::HKY85::updateMatrices(), bpp::F84::updateMatrices(), bpp::JCprot::updateMatrices(), and bpp::AbstractSubstitutionModel::updateMatrices().

◆ size_

size_t bpp::AbstractSubstitutionModel::size_
protectedinherited

The size of the generator, i.e. the number of states.

Definition at line 96 of file AbstractSubstitutionModel.h.

Referenced by bpp::AbstractMixedSubstitutionModel::AbstractMixedSubstitutionModel(), bpp::AbstractSubstitutionModel::AbstractSubstitutionModel(), bpp::RE08::d2Pij_dt2(), bpp::RE08::dPij_dt(), bpp::JCnuc::getd2Pij_dt2(), bpp::RE08::getd2Pij_dt2(), bpp::JCprot::getd2Pij_dt2(), bpp::AbstractSubstitutionModel::getd2Pij_dt2(), bpp::JCnuc::getdPij_dt(), bpp::RE08::getdPij_dt(), bpp::JCprot::getdPij_dt(), bpp::AbstractSubstitutionModel::getdPij_dt(), bpp::RE08::getNumberOfStates(), bpp::JCnuc::getPij_t(), bpp::RE08::getPij_t(), bpp::JCprot::getPij_t(), bpp::AbstractSubstitutionModel::getPij_t(), bpp::AbstractSubstitutionModel::operator=(), bpp::RE08::Pij_t(), bpp::RE08::RE08(), bpp::AbstractSubstitutionModel::setFreq(), bpp::LG08::setFreqFromData(), bpp::DSO78::setFreqFromData(), bpp::JTT92::setFreqFromData(), bpp::WAG01::setFreqFromData(), bpp::UserProteinSubstitutionModel::setFreqFromData(), bpp::JCprot::setFreqFromData(), bpp::AbstractSubstitutionModel::setFreqFromData(), bpp::T92::T92(), bpp::TN93::TN93(), bpp::AbstractWordSubstitutionModel::updateMatrices(), bpp::RN95s::updateMatrices(), bpp::YpR::updateMatrices(), bpp::RN95::updateMatrices(), bpp::RE08::updateMatrices(), bpp::AbstractSubstitutionModel::updateMatrices(), and bpp::AbstractReversibleSubstitutionModel::updateMatrices().

◆ stateMap_

std::auto_ptr<StateMap> bpp::AbstractSubstitutionModel::stateMap_
protectedinherited

The map of model states with alphabet states.

Definition at line 91 of file AbstractSubstitutionModel.h.

Referenced by bpp::AbstractSubstitutionModel::getAlphabetStateAsChar(), bpp::AbstractSubstitutionModel::getAlphabetStateAsInt(), bpp::AbstractSubstitutionModel::getAlphabetStates(), bpp::AbstractSubstitutionModel::getModelStates(), bpp::AbstractSubstitutionModel::getStateMap(), and bpp::AbstractSubstitutionModel::operator=().

◆ tmpMat_

RowMatrix<double> bpp::AbstractSubstitutionModel::tmpMat_
mutableprotectedinherited

For computational issues.

Definition at line 177 of file AbstractSubstitutionModel.h.

Referenced by bpp::AbstractSubstitutionModel::getd2Pij_dt2(), bpp::AbstractSubstitutionModel::getdPij_dt(), bpp::AbstractSubstitutionModel::getPij_t(), bpp::AbstractSubstitutionModel::operator=(), bpp::AbstractWordSubstitutionModel::updateMatrices(), bpp::gBGC::updateMatrices(), and bpp::YpR::updateMatrices().

◆ vPowGen_

std::vector< RowMatrix<double> > bpp::AbstractSubstitutionModel::vPowGen_
protectedinherited

vector of the powers of generator_ for Taylor development (if rightEigenVectors_ is singular).

Definition at line 172 of file AbstractSubstitutionModel.h.

Referenced by bpp::AbstractSubstitutionModel::getd2Pij_dt2(), bpp::AbstractSubstitutionModel::getdPij_dt(), bpp::AbstractSubstitutionModel::getPij_t(), bpp::AbstractSubstitutionModel::operator=(), bpp::AbstractWordSubstitutionModel::updateMatrices(), bpp::gBGC::updateMatrices(), bpp::RN95s::updateMatrices(), bpp::YpR::updateMatrices(), bpp::RN95::updateMatrices(), and bpp::AbstractSubstitutionModel::updateMatrices().

The documentation for this class was generated from the following files: