Time Series with Matrix Profile


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Documentation for package ‘tsmp’ version 0.3.4

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as.arccount Convert a TSMP object into another if possible
as.chain Convert a TSMP object into another if possible
as.discord Convert a TSMP object into another if possible
as.fluss Convert a TSMP object into another if possible
as.matrixprofile Convert a TSMP object into another if possible
as.motif Convert a TSMP object into another if possible
as.multimatrixprofile Convert a TSMP object into another if possible
as.multimotif Convert a TSMP object into another if possible
as.salient Convert a TSMP object into another if possible
as.valmod Convert a TSMP object into another if possible
av_apply Corrects the matrix profile using an annotation vector
av_complexity Computes the annotation vector that favors complexity
av_hardlimit_artifact Computes the annotation vector that suppresses hard-limited artifacts
av_motion_artifact Computes the annotation vector that suppresses motion artifacts
av_stop_word Computes the annotation vector that suppresses stop-word motifs
av_zerocrossing Computes the annotation vector that favors number of zero crossing
fast_movavg Fast implementation of moving average and
fast_movsd Fast implementation of moving standard deviation using filter
find_chains Find Time Series Chains
find_discord Search for Discord
find_discord.MatrixProfile Search for Discord
find_motif Search for Motifs
find_motif.MatrixProfile Search for Motifs
find_motif.MultiMatrixProfile Search for Motifs
fluss Fast Low-cost Unipotent Semantic Segmentation (FLUSS)
fluss_cac FLUSS - Corrected Arc Counts
fluss_extract FLUSS - Extract Segments
fluss_score FLUSS - Prediction score calculation
get_data Get the data included in a TSMP object, if any.
mass Calculates the distance profile using MASS algorithm
mass_pre Precomputes several values used on MASS
mp_fluss_data Original data used in the FLUSS paper
mp_gait_data Original data used in the Time Series Chain demo
mp_meat_data Original data used in the Salient Subsequences demo
mp_test_data Original data used in the STDS demo
mp_toy_data Original data used in the mSTAMP demo
mstomp Multivariate STOMP algorithm Parallel version
mstomp_par Multivariate STOMP algorithm Parallel version
plot Plot a TSMP object
plot.ArcCount Plot a TSMP object
plot.Chain Plot a TSMP object
plot.Discord Plot a TSMP object
plot.Fluss Plot a TSMP object
plot.MatrixProfile Plot a TSMP object
plot.Motif Plot a TSMP object
plot.MultiMatrixProfile Plot a TSMP object
plot.MultiMotif Plot a TSMP object
plot.Salient Plot a TSMP object
plot.SimpleMatrixProfile Plot a TSMP object
plot.Valmod Plot a TSMP object
plot_arcs Plot arcs between indexes of a Profile Index
salient_mds Convert salient sequences into MDS space
salient_score Computes the F-Score of salient algorithm.
salient_subsequences Framework for retrieve salient subsequences from a dataset
scrimp Anytime univariate SCRIMP++ algorithm
sdts_predict Framework for Scalable Dictionary learning for Time Series (SDTS) prediction function
sdts_score Computes the F-Score of a SDTS prediction
sdts_train Framework for Scalable Dictionary learning for Time Series (SDTS) training function
set_data Set/changes the data included in TSMP object.
simple_fast Compute the join similarity for Sound data
stamp Anytime univariate STAMP algorithm Parallel version
stamp_par Anytime univariate STAMP algorithm Parallel version
stomp Univariate STOMP algorithm
stomp_par Univariate STOMP algorithm
tsmp Computes the Matrix Profile and Profile Index
valmod Variable Length Motif Discovery