matrixprofile

Apr 18, 2020

Changes in this version

type MPOpts

+ NJobs int

+ SamplePct float64

type MatrixProfile

+ Discords []int

+ Motifs []MotifGroup

Jan 9, 2020

Changes in this version

+ type AnalyzeOpts struct

+ KDiscords int

+ KMotifs int

+ OutputFilename string

+ RMotifs float64

type KMP

+ W int

+ type MPDistOpts struct

+ AV av.AV

+ Opts *MPOpts

+ func NewMPDistOpts() *MPDistOpts

+ type MPOpts struct

+ Algorithm Algo

+ Euclidean bool

+ Parallelism int

+ RemapNegCorr bool

+ Sample float64

type MatrixProfile

+ W int

+ type PMPOpts struct

+ LowerM int

+ MPOpts *MPOpts

+ UpperM int

Jan 7, 2020

Changes in this version

+ func MPDist(a, b []float64, m int, o *MPOptions) (float64, error)

+ type KMP struct

+ Idx [][]int

+ M int

+ MP [][]float64

+ T [][]float64

+ func NewKMP(t [][]float64, m int) (*KMP, error)

+ func (k *KMP) Compute() error

+ func (k *KMP) Load(filepath, format string) error

+ func (k KMP) Analyze(mo *MPOptions, ao *AnalyzeOptions) error

+ func (k KMP) DiscoverDiscords(kDiscords int, exclusionZone int) ([]int, error)

+ func (k KMP) DiscoverMotifs(kMotifs int, r float64) ([]MotifGroup, error)

+ func (k KMP) DiscoverSegments() (int, float64, []float64)

+ func (k KMP) Save(filepath, format string) error

+ func (k KMP) Visualize(fn string) error

+ type MPOptions struct

+ Algorithm Algo

+ Euclidean bool

+ Parallelism int

+ RemapNegCorr bool

+ Sample float64

+ func NewMPOpts() *MPOptions

type MatrixProfile

+ IdxB []int

+ MPB []float64

+ Opts *MPOptions

+ type PMP struct

+ A []float64

+ B []float64

+ Opts *PMPOptions

+ PIdx [][]int

+ PMP [][]float64

+ PWindows []int

+ SelfJoin bool

+ func NewPMP(a, b []float64) (*PMP, error)

+ func (p *PMP) Compute(o *PMPOptions) error

+ func (p *PMP) Load(filepath, format string) error

+ func (p PMP) Analyze(co *MPOptions, ao *AnalyzeOptions) error

+ func (p PMP) DiscoverDiscords(k int, exclusionZone int) ([]int, error)

+ func (p PMP) DiscoverMotifs(k int, r float64) ([]MotifGroup, error)

+ func (p PMP) DiscoverSegments() (int, float64, []float64)

+ func (p PMP) Save(filepath, format string) error

+ func (p PMP) Visualize(fn string, motifs []MotifGroup, discords []int, cac []float64) error

+ type PMPOptions struct

+ LowerM int

+ MPOpts *MPOptions

+ UpperM int

+ func NewPMPOpts(l, u int) *PMPOptions

Jan 1, 2020

Changes in this version

type MatrixProfile

+ func (mp *MatrixProfile) Load(filepath, format string) error

+ func (mp MatrixProfile) Save(filepath, format string) error

Dec 30, 2019

Changes in this version

type MatrixProfile

+ func (mp MatrixProfile) ApplyAV() ([]float64, error)

Dec 29, 2019

Changes in this version

type Algo

+ const AlgoPMP

type ComputeOptions

+ LowerM int

+ UpperM int

type MatrixProfile

+ PIdx [][]int

+ PMP [][]float64

+ PWindows []int

Dec 20, 2019

Changes in this version

+ type Algo string

+ const AlgoMPX

+ const AlgoSTAMP

+ const AlgoSTMP

+ const AlgoSTOMP

+ type AnalyzeOptions struct

+ KDiscords int

+ KMotifs int

+ OutputFilename string

+ RMotifs float64

+ func NewAnalyzeOpts() AnalyzeOptions

+ type ComputeOptions struct

+ Algorithm Algo

+ Parallelism int

+ Sample float64

+ func NewComputeOpts() ComputeOptions

+ type KMatrixProfile struct

+ Idx [][]int

+ MP [][]float64

+ func NewK(t [][]float64, m int) (*KMatrixProfile, error)

+ func (mp *KMatrixProfile) MStomp() error

+ type MatrixProfile struct

+ A []float64

+ AMean []float64

+ AStd []float64

+ AV av.AV

+ B []float64

+ BF []complex128

+ BMean []float64

+ BStd []float64

+ Idx []int

+ M int

+ MP []float64

+ N int

+ SelfJoin bool

+ func New(a, b []float64, m int) (*MatrixProfile, error)

+ func (mp *MatrixProfile) Compute(o ComputeOptions) error

+ func (mp *MatrixProfile) Update(newValues []float64) error

+ func (mp MatrixProfile) Analyze(co ComputeOptions, ao AnalyzeOptions) error

+ func (mp MatrixProfile) DiscoverDiscords(k int, exclusionZone int) ([]int, error)

+ func (mp MatrixProfile) DiscoverMotifs(k int, r float64) ([]MotifGroup, error)

+ func (mp MatrixProfile) DiscoverSegments() (int, float64, []float64)

+ func (mp MatrixProfile) Visualize(fn string, motifs []MotifGroup, discords []int, cac []float64) error

+ type MotifGroup struct

+ Idx []int

+ MinDist float64