matrix-profile 开源项目推荐（36 个）

stumpy-dev /stumpy

STUMPY是一个强大且可扩展的Python库，用于现代时间序列分析

target /matrixprofile-ts

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

shapelets /khiva

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

zpzim /SCAMP

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

matrix-profile-foundation /go-matrixprofile

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

matrix-profile-foundation /tsmp

R Functions implementing UCR Matrix Profile Algorithm

baggepinnen /MatrixProfile.jl

Time-series analysis using the Matrix profile in Julia

ankane /khiva-ruby

High-performance time series algorithms for Ruby

ensozos /Matrix-Profile

A Java library for Matrix Profile

aafulei /cpp-matrix-profile-with-dtw

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

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-…

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>.

shapelets /khiva-csharp

C# binding for Khiva library.

ralgond /TSAD-UCR

Time Series Anomaly Detection Solutions for KDD2021 UCR dataset

franzbischoff /false.alarm

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

DemianD /ugent-master-thesis-matrix-profile

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

baeda-polito /contextual-anomaly-detector

Contextual anomaly detection tool application in building energy field based on Matrix Profile algorithm

MiguelGarcaoSilva /cml_synthetic_demo

Interactive web app for spatiotemporal decomposition, actionable urban-dynamics statistics, and residual-motif discovery from mobile-phone data — companion tool to Silva, Madeira & Henriques (EPB 2024; Pattern Recognition 2026)

DemianD /node-matrix-profile

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

csianglim /time-series-stumpy

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