CRAN
jmotif 1.0.3
Time Series Analysis Toolkit Based on Symbolic Aggregate Dicretization, i.e. SAX
Released Feb 7, 2018 by Pavel Senin
Dependencies
Implements time series z-normalization, SAX, HOT-SAX, VSM, SAX-VSM, RePair, and RRA algorithms facilitating time series motif (i.e., recurrent pattern), discord (i.e., anomaly), and characteristic pattern discovery along with interpretable time series classification.
Installation
Maven
This package can be included as a dependency from a Java or Scala project by including
the following your project's pom.xml file.
Read more
about embedding Renjin in JVM-based projects.
<dependencies>
<dependency>
<groupId>org.renjin.cran</groupId>
<artifactId>jmotif</artifactId>
<version>1.0.3-b7</version>
</dependency>
</dependencies>
<repositories>
<repository>
<id>bedatadriven</id>
<name>bedatadriven public repo</name>
<url>https://nexus.bedatadriven.com/content/groups/public/</url>
</repository>
</repositories>
Renjin CLI
If you're using Renjin from the command line, you load this library by invoking:
library('org.renjin.cran:jmotif')
Test Results
This package was last tested against Renjin 0.9.2644 on Jun 2, 2018.
- alphabet_to_cuts-examples
- bags_to_tfidf-examples
- cosine_dist-examples
- find_discords_brute_force-examples
- find_discords_hotsax-examples
- find_discords_rra-examples
- idx_to_letter-examples
- is_equal_mindist-examples
- is_equal_str-examples
- letter_to_idx-examples
- letters_to_idx-examples
- min_dist-examples
- paa-examples
- sax_distance_matrix-examples
- series_to_chars-examples
- series_to_string-examples
- str_to_repair_grammar-examples
- subseries-examples
- testthat
- znorm-examples