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
Language:Python 3695target / matrixprofile-ts
A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile
Language:Python 734- Language:C++ 231
- Language:C++ 163
matrix-profile-foundation / go-matrixprofile
golang library for computing matrix profiles along with other time series analysis features
Language:Go 84R Functions implementing UCR Matrix Profile Algorithm
Language:R 71ankane / khiva-ruby
High-performance time series algorithms for Ruby
Language:Ruby 37baggepinnen / MatrixProfile.jl
Time-series analysis using the Matrix profile in Julia
Language:Julia 33- Language:Java 19
aafulei / cpp-matrix-profile-with-dtw
An academic project to introduce Dynamic Time Warping (DTW) distance into Matrix Profile.
Language:C++ 17CMU-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
Language:C++ 15shapelets / khiva-csharp
C# binding for Khiva library.
Language:C# 10This 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>.
Language:C++ 9- Language:Python 9
DemianD / ugent-master-thesis-matrix-profile
Publishing and analysing time series on the Semantic Web with Matrix Profile techniques
Language:JavaScript 6franzbischoff / false.alarm
PhD Programme in Health Data Science - detecting life-threatening ECG patterns using low-end devices
Language:HTML 5baeda-polito / contextual-anomaly-detector
Matrix Profile application in building energy field.
Language:Python 3csianglim / time-series-stumpy
Jupyter Notebooks for time series analysis using STUMPY (matrix profile)
Language:Jupyter Notebook 1node-matrix-profile provides a binding to use SCAMP in your Node.js applications
Language:C++ 1jlscheerer / matrix-profile-hls
Systolic array-based Matrix Profile Computation implemented in Vitis™ HLS for Xilinx FPGAs.
Language:C++ 1acmiyaguchi / simple-fast-python
A python implementation of the SiMPle-Fast algorithm for audio motif detection
Language:Python 0
