analyze |
Runs an appropriate workflow based on the parameters passed in. |
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.pmp |
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 |
compute |
Computes the Matrix Profile or Pan-Matrix Profile |
discords |
Search for Discord |
dist_profile |
Calculates the distance profile using MASS algorithms |
fast_avg_sd |
Fast implementation of moving average and moving standard deviation |
fast_movavg |
Fast implementation of moving average |
fast_movsd |
Fast implementation of moving standard deviation |
find_chains |
Find Time Series Chains |
find_discord |
Search for Discord |
find_discord.MatrixProfile |
Search for Discord |
find_discord.PMP |
Search for Discord |
find_motif |
Search for Motifs |
find_motif.MatrixProfile |
Search for Motifs |
find_motif.MultiMatrixProfile |
Search for Motifs |
find_motif.PMP |
Search for Motifs |
find_snippet |
Time Series Snippets: A New Primitive for Time Series Data Mining |
floss |
Fast Low-cost Online Semantic Segmentation (FLOSS) |
floss_cac |
FLOSS - Corrected Arc Counts |
floss_extract |
FLOSS - Extract Segments |
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_v3 |
Calculates the distance profile using MASS_V3 algorithm |
min_mp_idx |
Get index of the minimum value from a matrix profile and its nearest neighbor |
motifs |
Search for Motifs |
motifs_discords_small |
Just a synthetic dataset for testing |
mpdist |
MPdist - Distance between Time Series using Matrix Profile |
mpx |
Fast implementation of MP and MPI for internal purposes, without FFT |
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.Floss |
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.PMP |
Plot a TSMP object |
plot.Salient |
Plot a TSMP object |
plot.SimpleMatrixProfile |
Plot a TSMP object |
plot.Snippet |
Plot a TSMP object |
plot.Valmod |
Plot a TSMP object |
plot_arcs |
Plot arcs between indexes of a Profile Index |
pmp |
Pan-Matrix Profile |
pmp_upper_bound |
Pan Matrix Profile upper bound |
read |
Read TSMP object from JSON file. |
remove_class |
Remove a 'TSMP' class from an object |
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 |
stompi_update |
Real-time STOMP algorithm |
stomp_par |
Univariate STOMP algorithm |
tsmp |
Computes the Matrix Profile and Profile Index |
valmod |
Variable Length Motif Discovery |
visualize |
Plots an object generated from one of the algorithms. In some cases multiple plots will be generated |
write |
Write a TSMP object to JSON file. |
write.MatrixProfile |
Write a TSMP object to JSON file. |
write.PMP |
Write a TSMP object to JSON file. |