Package: netseer 0.1.1
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 (2024) <doi:10.48550/arXiv.2401.04280>.
Authors:
netseer_0.1.1.tar.gz
netseer_0.1.1.zip(r-4.5)netseer_0.1.1.zip(r-4.4)netseer_0.1.1.zip(r-4.3)
netseer_0.1.1.tgz(r-4.4-any)netseer_0.1.1.tgz(r-4.3-any)
netseer_0.1.1.tar.gz(r-4.5-noble)netseer_0.1.1.tar.gz(r-4.4-noble)
netseer_0.1.1.tgz(r-4.4-emscripten)netseer_0.1.1.tgz(r-4.3-emscripten)
netseer.pdf |netseer.html✨
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
Last updated 10 days agofrom:0b75666bfd. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 12 2024 |
R-4.5-win | OK | Nov 12 2024 |
R-4.5-linux | OK | Nov 12 2024 |
R-4.4-win | OK | Nov 12 2024 |
R-4.4-mac | OK | Nov 12 2024 |
R-4.3-win | OK | Nov 12 2024 |
R-4.3-mac | OK | Nov 12 2024 |
Exports:generate_graph_expgenerate_graph_linearpredict_graph
Dependencies:anytimeBHclicodetoolscolorspacecpp11curldigestdistributionaldplyrellipsisfablefabletoolsfansifarverforecastfracdifffuturegenericsggdistggplot2globalsgluegtableigraphisobandjsonlitelabelinglatticelifecyclelistenvlmtestlpSolvelubridatemagrittrMASSMatrixmgcvmunsellnlmennetnumDerivparallellypillarpkgconfigprogressrpurrrquadprogquantmodR6RColorBrewerRcppRcppArmadillorlangscalesstringistringrtibbletidyrtidyselecttimechangetimeDatetseriestsibbleTTRurcautf8vctrsviridisLitewithrxtszoo
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 |
Predicts a graph from a time series of graphs. | predict_graph |