This package is considered a duplicate. The official version of this package is found at:https://fabnavarro.r-universe.dev/gasper

Package: gasper 1.1.6

Fabien Navarro

gasper: Graph Signal Processing

Provides the standard operations for signal processing on graphs: graph Fourier transform, spectral graph wavelet transform, visualization tools. It also implements a data driven method for graph signal denoising/regression, for details see De Loynes, Navarro, Olivier (2019) <arxiv:1906.01882>. The package also provides an interface to the SuiteSparse Matrix Collection, <https://sparse.tamu.edu/>, a large and widely used set of sparse matrix benchmarks collected from a wide range of applications.

Authors:Basile de Loynes [aut], Fabien Navarro [aut, cre], Baptiste Olivier [aut]

gasper_1.1.6.tar.gz
gasper_1.1.6.tar.gz(r-4.5-noble)gasper_1.1.6.tar.gz(r-4.4-noble)
gasper_1.1.6.tgz(r-4.4-emscripten)gasper_1.1.6.tgz(r-4.3-emscripten)
gasper.pdf |gasper.html✨
gasper/json (API)
NEWS

# Install 'gasper' in R:

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

Bug tracker:https://github.com/fabnavarro/gasper/issues

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3

Datasets:

NYCdata - NYC Taxi Network Dataset
SuiteSparseData - Matrix Data from SuiteSparse Matrix Collection
grid1 - Grid1 Graph from AG-Monien Graph Collection
minnesota - Minnesota Road Network
pittsburgh - Pittsburgh Census Tracts Network.
rlogo - R logo graph.

openblas cpp

2.34 score 22 scripts 293 downloads 33 exports 39 dependencies

Last updated 9 months agofrom:bde52b6c84. Checks:ERROR: 1 OK: 1. Indexed: no.

Target	Result	Date
Doc / Vignettes	FAIL	Nov 25 2024
R-4.5-linux-x86_64	OK	Nov 25 2024

Exports:adjacency_mat analysis betathresh download_graph eigendec eigensort forward_gft forward_sgwt full fullup get_graph_info GVN HPFVN inverse_gft inverse_sgwt laplacian_mat LD_SUREthresh localize_gft localize_sgwt plot_filter plot_graph plot_signal PSNR randsignal smoothmodulus SNR spectral_coords SURE_MSEthresh SUREthresh swissroll synthesis tight_frame zetav

Dependencies:askpass cli colorspace curl fansi farver ggplot2 glue gtable httr isoband jsonlite labeling lattice lifecycle magrittr MASS Matrix mgcv mime munsell nlme openssl pillar pkgconfig R6 RColorBrewer Rcpp RcppArmadillo RcppEigen rlang RSpectra scales sys tibble utf8 vctrs viridisLite withr

Vignettes and/or manual for this package failed to build, some documents may be unavailable. Please inspect thebuild logs for more information.

Gasper: GrAph Signal ProcEssing in R

Basile de Loynes, Fabien Navarro, Baptiste Olivier

Rendered fromgasper_vignette.rmdusingknitr::rmarkdownon Nov 25 2024.

Last update: 2024-02-29
Started: 2020-08-03

Help page	Topics
Compute the Adjacency Matrix of a Gaussian Weighted Graph	adjacency_mat
Compute the Analysis Operator for a Graph Signal	analysis
Apply Beta Threshold to Data	betathresh
Download Sparse Matrix form the SuiteSparse Matrix Collection	download_graph
Spectral decomposition of a symetric matrix	eigendec
Spectral Decomposition of a Symmetric Matrix	eigensort
Compute Forward Graph Fourier Transform	forward_gft
Compute Forward Spectral Graph Wavelet Transform	forward_sgwt
Conversion of Symmetric Sparse Matrix to Full Matrix	full
Convert Symmetric Sparse Matrix to Full Matrix	fullup
Retrieve Information Tables about a Specific Graph from the SuiteSparse Matrix Collection	get_graph_info
Grid1 Graph from AG-Monien Graph Collection	grid1
Graph Von Neumann Variance Estimator	GVN
High Pass Filter Von Neumann Estimator	HPFVN
Compute Inverse Graph Fourier Transform	inverse_gft
Compute Inverse Spectral Graph Wavelet Transform	inverse_sgwt
Compute the Graph Laplacian Matrix	laplacian_mat
Level Dependent Stein's Unbiased Risk Estimate Thresholding	LD_SUREthresh
Localize Kernel at a Graph Vertex Using GFT	localize_gft
Localize a Kernel at a Specific Vertex using SGWT	localize_sgwt
Minnesota Road Network	minnesota
NYC Taxi Network Dataset	NYCdata
Pittsburgh Census Tracts Network.	pittsburgh
Plot Tight-Frame Filters	plot_filter
Plot Graph	plot_graph
Plot a Signal on Top of a Given Graph	plot_signal
Compute the Peak Signal to Noise Ratio	PSNR
Generate Random Signal with Varying Regularity	randsignal
R logo graph.	rlogo
Modulus of Smoothness for Graph Signal	smoothmodulus
Compute the Signal to Noise Ratio	SNR
Spectral Coordinates for Graph Drawing	spectral_coords
Matrix Data from SuiteSparse Matrix Collection	SuiteSparseData
Stein's Unbiased Risk Estimate with MSE	SURE_MSEthresh
Stein's Unbiased Risk Estimate	SUREthresh
Swiss Roll Graph Generation	swissroll
Compute the Synthesis Operator for Transform Coefficients	synthesis
Tight-Frame Computation	tight_frame
Evaluate Localized Tight-Frame Filter Functions	zetav

Package: gasper 1.1.6

gasper: Graph Signal Processing

Gasper: GrAph Signal ProcEssing in R

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Help Manual

Usage by other packages (reverse dependencies)