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matrix-profile

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

Python
3895
13 天前

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

Python
735
9 个月前

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

C++
235
4 年前

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

C++
181
1 年前

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

Go
90
5 年前

R Functions implementing UCR Matrix Profile Algorithm

R
74
3 年前

High-performance time series algorithms for Ruby

Ruby
37
6 个月前

A Java library for Matrix Profile

Java
20
4 年前

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

C++
17
7 年前

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

C++
16
2 年前

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>.

C++
10
3 年前

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

HTML
6
1 个月前

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

JavaScript
6
2 年前

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

Python
5
3 个月前

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

Jupyter Notebook
1
6 年前

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.

1
13 小时前

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

C++
1
2 年前