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benfulcher/hctsa: Highly comparative time-series analysis

原作者: [db:作者] 来自: 网络 收藏 邀请

开源软件名称(OpenSource Name):

benfulcher/hctsa

开源软件地址(OpenSource Url):

https://github.com/benfulcher/hctsa

开源编程语言(OpenSource Language):

MATLAB 49.5%

开源软件介绍(OpenSource Introduction):

〰️ hctsa 〰️: highly comparative time-series analysis

DOI Twitter

hctsa is a software package for running highly comparative time-series analysis using Matlab (full support for versions R2018b or later).

The software provides a code framework that enables the extraction of thousands of time-series features from a time series (or a time-series dataset). It also provides a range of tools for visualizing and analyzing the resulting time-series feature matrix, including:

  1. Normalizing and clustering the data,
  2. Producing low-dimensional representations of the data,
  3. Identifying and interpreting discriminating features between different classes of time series,
  4. Learning multivariate classification models.

Feel free to email me for advice on real-world applications of hctsa


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