BlockDiag
BlockDiag.__init__()
Blocks
Blocks.__init__()
Circulant
Circulant.__init__()
Circulant.tenC
Diag
Diag.__init__()
Diag.vecD
DiagBlocks
DiagBlocks.__init__()
Eye
Eye.__init__()
Fourier
Fourier.__init__()
Fourier.order
Hadamard
Hadamard.__init__()
Hadamard.order
Kron
Kron.__init__()
LFSRCirculant
LFSRCirculant.__init__()
LFSRCirculant.order
LFSRCirculant.period
LFSRCirculant.polynomial
LFSRCirculant.size
LFSRCirculant.start
LFSRCirculant.states
LFSRCirculant.taps
LFSRCirculant.vecC
LowRank
LowRank.__init__()
LowRank.arrU
LowRank.arrV
LowRank.vecS
Matrix
Matrix.H
Matrix.T
Matrix.__init__()
Matrix.array
Matrix.backward()
Matrix.bypassAllow
Matrix.bypassAutoArray
Matrix.colNormalized
Matrix.colNorms
Matrix.complexity
Matrix.conj
Matrix.content
Matrix.dtype
Matrix.estimateRuntime()
Matrix.forward()
Matrix.fusedType
Matrix.getArray()
Matrix.getCol()
Matrix.getColNormalized()
Matrix.getColNorms()
Matrix.getCols()
Matrix.getComplexity()
Matrix.getConj()
Matrix.getGram()
Matrix.getH()
Matrix.getInverse()
Matrix.getLargestEigenValue()
Matrix.getLargestEigenVec()
Matrix.getLargestSingularValue()
Matrix.getLargestSingularVectors()
Matrix.getPseudoInverse()
Matrix.getRow()
Matrix.getRowNormalized()
Matrix.getRowNorms()
Matrix.getRows()
Matrix.getScipyLinearOperator()
Matrix.getT()
Matrix.gram
Matrix.inverse
Matrix.largestEV
Matrix.largestEigenValue
Matrix.largestEigenVec
Matrix.largestSV
Matrix.largestSingularValue
Matrix.largestSingularVectors
Matrix.nbytes
Matrix.nbytesReference
Matrix.next()
Matrix.normalized
Matrix.numCols
Matrix.numM
Matrix.numN
Matrix.numRows
Matrix.numpyType
Matrix.profileBackward
Matrix.profileForward
Matrix.pseudoInverse
Matrix.reference()
Matrix.rowNormalized
Matrix.rowNorms
Matrix.scipyLinearOperator
Matrix.shape
Matrix.tag
Outer
Outer.__init__()
Outer.vecH
Outer.vecV
Parametric
Parametric.__init__()
Parametric.fun
Parametric.vecX
Parametric.vecY
Partial
Partial.__init__()
Partial.colSelection
Partial.indicesM
Partial.indicesN
Partial.rowSelection
Permutation
Permutation.__init__()
Permutation.sigma
Polynomial
Polynomial.__init__()
Polynomial.coeff
Product
Product.__init__()
Sparse
Sparse.__init__()
Sparse.spArray
Sparse.spArrayH
Sum
Sum.__init__()
Toeplitz
Toeplitz.__init__()
Toeplitz.tenT
Toeplitz.vecC
Toeplitz.vecR
Transpose
Transpose.__init__()
Hermitian
Hermitian.__init__()
Conjugate
Conjugate.__init__()
Zero
Zero.__init__()
Algorithm
Algorithm.__init__()
Algorithm.cbResult
Algorithm.cbTrace
Algorithm.handleCallback()
Algorithm.nbytes
Algorithm.process()
Algorithm.snapshot()
Algorithm.trace
Algorithm.updateParameters()
FISTA
FISTA.__init__()
FISTA.softThreshold()
ISTA
ISTA.__init__()
ISTA.softThreshold()
OMP
OMP.__init__()
OMP.arrA
OMP.arrB
OMP.arrC
OMP.arrResidual
OMP.arrSupport
OMP.arrX
OMP.arrXtmp
OMP.fmatA
OMP.fmatC
OMP.matPinv
OMP.newCols
OMP.newIndex
OMP.numL
OMP.numM
OMP.numMaxSteps
OMP.numN
OMP.numStep
OMP.v2
OMP.v2n
OMP.v2y
STELA
STELA.__init__()
STELA.softThreshold()
fastmat.core.types
getFusedType()
getNumpyType()
getTypeEps()
getTypeMax()
getTypeMin()
isComplex()
isFloat()
isInteger()
safeTypeExpansion()
fastmat.core.cmath
profileCall()
fastmat.core.strides
fastmat.core.calibration
calibrateAll()
calibrateClass()
getMatrixCalibration()
loadCalibration()
saveCalibration()
fastmat.inspect.test
TEST
Test
compareResults()
formatResult()
initTest()
testAlgorithm()
testArray()
testArrays()
testBackward()
testColNorms()
testColNormsColNormalized()
testConjugate()
testFailDump()
testForward()
testGetColsMultiple()
testGetColsSingle()
testGetItem()
testGetRowsMultiple()
testGetRowsSingle()
testGram()
testHermitian()
testInterface()
testLargestSV()
testRowNormalized()
testRowNorms()
testTranspose()
tryQuery()
In this section we will put some examples on the usage of fastmat (later on).