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 980 times in the last 30 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 19 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 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
12 downloadsMar 17, 2025
51 downloadsMar 18, 2025
54 downloadsMar 19, 2025
21 downloadsMar 20, 2025
39 downloadsMar 21, 2025
64 downloadsMar 22, 2025
17 downloadsMar 23, 2025
40 downloadsMar 24, 2025
38 downloadsMar 25, 2025
40 downloadsMar 26, 2025
27 downloadsMar 27, 2025
107 downloadsMar 28, 2025
6 downloadsMar 29, 2025
11 downloadsMar 30, 2025
19 downloadsMar 31, 2025
15 downloadsApr 1, 2025
19 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
4
107

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 11,350 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