PUBLIC

ReducePCABodyC::ReducePCABodyC(void) ReducePCABodyC::DesignHighDim(SampleC &,RealT) ReducePCABodyC::DesignLowDim(SampleC &,RealT) ReduceLinearBodyC::Apply(const VectorC &) ReduceLinearBodyC::Save(ostream &) const ReduceLinearBodyC::Save(BinOStreamC &) const ReduceBodyC::Apply(const VectorC &) ReduceBodyC::VariationPreserved(void) const ReduceBodyC::Save(ostream &) const ReduceBodyC::Save(BinOStreamC &) const FunctionBodyC::Save(ostream &) const FunctionBodyC::Save(BinOStreamC &) const FunctionBodyC::Apply(const VectorC &) const FunctionBodyC::Apply(const SampleC &) FunctionBodyC::Jacobian(const VectorC &) const FunctionBodyC::Evaluate(const VectorC &) FunctionBodyC::InputSize(void) const FunctionBodyC::OutputSize(void) const FunctionBodyC::InputSize(UIntT) FunctionBodyC::OutputSize(UIntT) RCBodyVC::Save(ostream &) const RCBodyVC::Save(BinOStreamC &) const RCBodyVC::Copy(void) const RCBodyVC::DeepCopy(UIntT) const RCBodyC::References(void) const RCBodyC::Copy(void) const RCBodyC::DeepCopy(UIntT) const RCBodyC::IncRefCounter(void) RCBodyC::DecRefCounter(void)

public ReduceLinearBodyC

VectorMatrixC pca;

ReducePCABodyC()

Default constructor.

void DesignHighDim(SampleC<VectorC> & sample,RealT variation)

Design the transform.

void DesignLowDim(SampleC<VectorC> & sample,RealT variation)

Design the transform.

VectorC Apply(const VectorC & data)

Reduce the dimension of 'data'.

bool Save(ostream & out) const

Writes object to stream, can be loaded using constructor

bool Save(BinOStreamC & out) const

Writes object to stream, can be loaded using constructor

VectorC Apply(const VectorC & data)

Reduce the dimension of 'data'.

RealT VariationPreserved() const

An estimate of the variation preserved by the transform.

bool Save(ostream & out) const

Writes object to stream, can be loaded using constructor

bool Save(BinOStreamC & out) const

Writes object to stream, can be loaded using constructor

bool Save(ostream & out) const

Writes object to stream, can be loaded using constructor

bool Save(BinOStreamC & out) const

Writes object to stream, can be loaded using constructor

VectorC Apply(const VectorC & data) const

Apply function to 'data'

SampleC<VectorC> Apply(const SampleC<VectorC> & data)

Apply transform to whole dataset.

MatrixC Jacobian(const VectorC & X) const

Calculate Jacobian matrix at X
Performs numerical estimation of the Jacobian using differences. This function has and should be overloaded for all cases where the Jacobian can be calculated analytically.

VectorMatrixC Evaluate(const VectorC & X)

Evalate the function and its jacobian at the same time.
This method defaults to calling 'Apply' and 'Jacobian' sperately.

UIntT InputSize() const

Size of input vectors

UIntT OutputSize() const

Size of output vectors

UIntT InputSize(UIntT inSize)

Set the input size.
This is for use of designer classes, changing the input size of an existing function has undefined effects.

UIntT OutputSize(UIntT outSize)

Set the output size.
This is for use of designer classes, changing the output size of an existing function has undefined effects.

bool Save(ostream & out) const

Save to stream 'out'.

bool Save(BinOStreamC & out) const

Save to binary stream 'out'.

RCBodyVC & Copy() const

Make copy of body.
This should be provided in derived classes. this funtion will issue an assertion failure if called.

RCBodyC & DeepCopy(UIntT levels = ((UIntT))) const

Make a deep copy of body.
This should be provided in derived classes. this funtion will issue an assertion failure if called.

UIntT References() const

Access count of handles open to this object.

RCBodyC & Copy() const

Make copy of body.
This should be provided in derived classes. this funtion will issue an assertion failure if called.

RCBodyC & DeepCopy(UIntT levels = ((UIntT))) const

Make a deep copy of body.
This should be provided in derived classes. this funtion will issue an assertion failure if called.

void IncRefCounter()

Increment reference counter.

bool DecRefCounter()

Decrement reference counter.