Package: netseer 0.1.3

Sevvandi Kandanaarachchi

netseer: Graph Prediction from a Graph Time Series

Predicting the structure of a graph including new nodes and edges using a time series of graphs. Flux balance analysis, a linear and integer programming technique used in biochemistry is used with time series prediction methods to predict the graph structure at a future time point Kandanaarachchi (2025) <doi:10.48550/arXiv.2507.05806>.

Authors:Sevvandi Kandanaarachchi [aut, cre], Stefan Westerlund [aut]

netseer_0.1.3.tar.gz
netseer_0.1.3.zip(r-4.7)netseer_0.1.3.zip(r-4.6)netseer_0.1.3.zip(r-4.5)
netseer_0.1.3.tgz(r-4.6-any)netseer_0.1.3.tgz(r-4.5-any)
netseer_0.1.3.tar.gz(r-4.7-any)netseer_0.1.3.tar.gz(r-4.6-any)
netseer_0.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
netseer/json (API)

# Install 'netseer' in R:

install.packages('netseer', repos = c('https://sevvandi.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/sevvandi/netseer/issues

Pkgdown/docs site:https://sevvandi.github.io

Datasets:

syngraphs - A dataset containing synthetic graphs

On CRAN:

4.30 score 2 scripts 292 downloads 8 exports 66 dependencies

Last updated from:93c1c185c4. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	160
source / vignettes	OK	190
linux-release-x86_64	OK	166
macos-release-arm64	OK	85
macos-oldrel-arm64	OK	94
windows-devel	OK	95
windows-release	OK	98
windows-oldrel	OK	100
wasm-release	OK	137

Exports:generate_graph_exp generate_graph_linear load_graphs load_graphs_dir load_graphs_list measure_error predict_graph save_graphs

Dependencies:anytime BH cli codetools colorspace cpp11 digest distributional dplyr fable fabletools farver feasts forecast fracdiff future generics ggdist ggplot2 ggtime globals glue gtable igraph isoband labeling lattice lifecycle listenv lmtest lpSolve lubridate magrittr Matrix nlme nnet numDeriv parallelly pillar pkgconfig progressr purrr quadprog R6 RColorBrewer Rcpp RcppArmadillo rlang S7 scales slider stringi stringr tibble tidyr tidyselect timechange timeDate tsibble urca utf8 vctrs viridisLite warp withr zoo

The R package netseer

Rendered fromnetseer.Rmdusingknitr::rmarkdown

Last update: 2025-08-04
Started: 2025-07-09

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Generates a bigger graph using exponential growth.	generate_graph_exp
Generates a bigger graph by linear growth.	generate_graph_linear
Loads graphs to memory using a desired method.	load_graphs
Gives an error measurement for predicted graphs	measure_error
Predicts a graph from a time series of graphs.	predict_graph
Saves either a single graph or list of graphs to disk.	save_graphs
A dataset containing synthetic graphs	syngraphs