rEDM

Empirical Dynamic Modeling ('EDM')

CRAN Package

An implementation of 'EDM' algorithms based on research software developed for internal use at the Sugihara Lab ('UCSD/SIO'). The package is implemented with 'Rcpp' wrappers around the 'cppEDM' library. It implements the 'simplex' projection method from Sugihara & May (1990) doi:10.1038/344734a0, the 'S-map' algorithm from Sugihara (1994) doi:10.1098/rsta.1994.0106, convergent cross mapping described in Sugihara et al. (2012) doi:10.1126/science.1227079, and, 'multiview embedding' described in Ye & Sugihara (2016) doi:10.1126/science.aag0863.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 998 times in the last 30 days. This could be a paper that people cite without reading. Reaching the medium popularity echelon is no small feat! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 9 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
0 downloadsFeb 13, 2025
0 downloadsFeb 14, 2025
44 downloadsFeb 15, 2025
46 downloadsFeb 16, 2025
14 downloadsFeb 17, 2025
65 downloadsFeb 18, 2025
16 downloadsFeb 19, 2025
196 downloadsFeb 20, 2025
10 downloadsFeb 21, 2025
10 downloadsFeb 22, 2025
18 downloadsFeb 23, 2025
11 downloadsFeb 24, 2025
13 downloadsFeb 25, 2025
12 downloadsFeb 26, 2025
93 downloadsFeb 27, 2025
13 downloadsFeb 28, 2025
9 downloadsMar 1, 2025
5 downloadsMar 2, 2025
23 downloadsMar 3, 2025
28 downloadsMar 4, 2025
102 downloadsMar 5, 2025
12 downloadsMar 6, 2025
11 downloadsMar 7, 2025
4 downloadsMar 8, 2025
7 downloadsMar 9, 2025
19 downloadsMar 10, 2025
69 downloadsMar 11, 2025
21 downloadsMar 12, 2025
14 downloadsMar 13, 2025
14 downloadsMar 14, 2025
90 downloadsMar 15, 2025
9 downloadsMar 16, 2025
0 downloadsMar 17, 2025
0 downloadsMar 18, 2025
0 downloadsMar 19, 2025
0 downloadsMar 20, 2025
0 downloadsMar 21, 2025
0 downloadsMar 22, 2025
4
196

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 11,176 times in the last 365 days. The academic equivalent of having a dedicated subreddit. There are fans, and maybe even a few trolls! The day with the most downloads was Feb 20, 2025 with 196 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports1 package
  • Suggests3 packages
  • Linking To2 packages
  • Reverse Imports1 package