matrix-profile

There are 3 repositories under matrix-profile topic.

• TDAmeritrade / stumpy

  STUMPY is a powerful and scalable Python library for modern time series analysis

  data-sciencetime-series-analysisdasknumbapythonanomaly-detectionpattern-matchingpydatamatrix-profilemotif-discoverytime-series-segmentationtime-series-data-mining
  Language:Python 3668

• target / matrixprofile-ts

  A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile

  pythontime-seriesdata-sciencematrix-profilepython3motif-discoverymotifpippip3pypi-packagespypitimeseries-analysistimeseries-segmentation
  Language:Python 734

• shapelets / khiva

  An open-source library of algorithms to analyse time series in GPU and CPU.

  khivagpudata-seriesmulticorecpptime-seriesopenclcudamatrix-profileshapeletssnippetsmotifsdiscordsdistancesclusteringkshapetimeseries
  Language:C++ 229

• zpzim / SCAMP

  The fastest way to compute matrix profiles on CPU and GPU!

  cudagpumatrix-profilepythontime-seriestime-series-analysis
  Language:C++ 158

• matrix-profile-foundation / go-matrixprofile

  golang library for computing matrix profiles along with other time series analysis features

  matrix-profilegolanganomaly-detectionmotif-discoverytimeseries-analysistimeseries-segmentation
  Language:Go 84

• matrix-profile-foundation / tsmp

  R Functions implementing UCR Matrix Profile Algorithm

  algorithmmatrix-profilemotif-searchrr-packagetime-series
  Language:R 70

• ankane / khiva-ruby

  High-performance time series algorithms for Ruby

  anomaly-detectionmatrix-profilestomptime-series
  Language:Ruby 36

• baggepinnen / MatrixProfile.jl

  Time-series analysis using the Matrix profile in Julia

  matrix-profiletime-seriestime-series-analysisoutlier-detectionmotif-discoverysimilarity-searchsignal-processingdspanomaly-detectionclusteringmotif-analysisdata-miningchange-point-detectionpredictive-maintenance
  Language:Julia 32

• ensozos / Matrix-Profile

  A Java library for Matrix Profile

  matrix-profilemotifsmpdisttime-series
  Language:Java 19

• aafulei / cpp-matrix-profile-with-dtw

  An academic project to introduce Dynamic Time Warping (DTW) distance into Matrix Profile.

  matrix-profiledtwdata-miningtime-series
  Language:C++ 17

• CMU-SAFARI / NATSA

  NATSA is the first near-data-processing accelerator for time series analysis based on the Matrix Profile (SCRIMP) algorithm. NATSA exploits modern 3D-stacked High Bandwidth Memory (HBM) to enable efficient and fast matrix profile computation near memory. Described in ICCD 2020 by Fernandez et al. https://people.inf.ethz.ch/omutlu/pub/NATSA_time-series-analysis-near-data_iccd20.pdf

  acceleratorhbmmatrix-profilenear-data-processingscrimptime-series-analysis
  Language:C++ 13

• shapelets / khiva-csharp

  C# binding for Khiva library.

  khivacsharpgputime-seriesmatrix-profileshapeletssnippetsdiscordstimeseriesopenclcudaclusteringkshapedistancesmulticoredata-series
  Language:C# 10

• matrix-profile-foundation / matrixprofiler

  This is the core functions needed by the `tsmp` package. The low level and carefully checked mathematical functions are here. These are implementations of the Matrix Profile concept that was created by CS-UCR <http://www.cs.ucr.edu/~eamonn/MatrixProfile.html>.

  matrix-profiletime-seriesrrcppcranalgorithm
  Language:C++ 9

• ralgond / TSAD-UCR

  Time Series Anomaly Detection Solutions for KDD2021 UCR dataset

  anomaly-detectiondeep-learningkdd2021time-seriesucrpytorchvariational-autoencoderkerasmatrix-profiletensorflowautoencoderdata-augmentation
  Language:Python 9

• DemianD / ugent-master-thesis-matrix-profile

  Publishing and analysing time series on the Semantic Web with Matrix Profile techniques

  linked-datamatrix-profilesemantic-webtime-seriestime-series-analysis
  Language:JavaScript 6

• franzbischoff / false.alarm

  PhD Programme in Health Data Science - detecting life-threatening ECG patterns using low-end devices

  ecgsignal-processingtime-seriesmatrix-profile
  Language:HTML 5

• baeda-polito / matrix-profile

  Matrix Profile application in building energy field.

  matrix-profiledata-analyticsdockerenergyenergy-consumptionpython
  Language:Python 2

• CamoCatX / CamoCatX

  Config files for my GitHub profile. Please don't fork it. I am using lowlighter/metrics to retrieve and display information from github. Check the information in the tool author repository or raw.

  configgithub-configcamocatxcamouflagecatsclickmegithubprofilekittiesmatrixmatrix-profilematrix-stylereadme-profilethe-matrixthe-matrix-rainthematrixxmatrix-ui
  2

• csianglim / time-series-stumpy

  Jupyter Notebooks for time series analysis using STUMPY (matrix profile)

  data-miningmatrix-profilepythonstumpytime-seriestime-series-analysis
  Language:Jupyter Notebook 1

• DemianD / node-matrix-profile

  node-matrix-profile provides a binding to use SCAMP in your Node.js applications

  matrix-profilenodejsscamp
  Language:C++ 1

• jlscheerer / matrix-profile-hls

  Systolic array-based Matrix Profile Computation implemented in Vitis™ HLS for Xilinx FPGAs.

  fpgahigh-level-synthesisvitisopenclmatrix-profilehlshpccmake
  Language:C++ 1

• acmiyaguchi / simple-fast-python

  A python implementation of the SiMPle-Fast algorithm for audio motif detection

  matrix-profilemotifpython
  Language:Python 0