Network Analysis for Omics Data


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Documentation for package ‘MetaNet’ version 0.1.2

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A C D E F G I L M N O P R S T V Z

-- A --

anno_edge Use dataframe to annotate edges of an igraph
anno_node Use data.frame to annotate vertexes of metanet
anno_vertex Use data.frame to annotate vertexes of metanet
arc_count Edgelist
arc_taxonomy Edgelist
as.ggig Transfer an igraph object to a ggig
as.metanet Update a metanet object or transform igraph object to metanet object
as_arc Layout as a arc
as_circle_tree Layout as a circle_tree
as_line Layout as a line
as_polyarc Layout as a polyarc
as_polycircle Layout as a polycircle
as_polygon Layout as a polygon

-- C --

cal_sim Calculate similarity for one t(otutab)
check_tabs Check tables and extract common samples
clean_igraph Clean a igraph object
Cohesion Cohesion calculation
combine_n_module Filter some modules as others
compare_rand Net_pars of many random network
co_net MetaNet networks
co_net2 MetaNet networks
co_net_rmt MetaNet networks
c_net_annotate Annotate a metanet
c_net_build Construct a metanet from a corr object
c_net_cal Calculate correlation for one or two t(otutab), or distance for one t(otutab).
c_net_calculate Calculate correlation for one or two t(otutab), or distance for one t(otutab).
c_net_filter Filter a network according to some attributes
c_net_from_edgelist Construct a network from edge_list dataframe
c_net_index Calculate all topological indexes of a network
c_net_lay Layout coordinates
c_net_layout Layout coordinates
c_net_module Detect the modules
c_net_plot Plot a metanet
c_net_save Save network file
c_net_set Set basic attributes from totu table
c_net_stability Evaluate the stability of a network
c_net_union Union two networks
c_net_update Update a metanet object or transform igraph object to metanet object

-- D --

df2net_tree Transform a dataframe to a network edgelist.

-- E --

extract_sub_net Extract sub-network from the whole network

-- F --

fast_cor Fast correlation calculation
filter_n_module Filter some modules as others
fit_power Fit power-law distribution for an igraph

-- G --

get_community Get community
get_e Get edge information
get_group_skeleton Get skeleton network according to a group
get_module Get module
get_module_eigen Get module_eigen
get_n Get network information
get_v Get vertex information
g_layout Layout with group
g_layout_nice Layout with group
g_layout_polyarc Layout with group as a polygon
g_layout_polycircle Layout with group as a polygon
g_layout_polygon Layout with group as a polygon

-- I --

input_corr Import corr from .csv file
input_gephi Input a graphml file exported by Gephi
is.metanet Is this object a metanet object?
is_metanet Is this object a metanet object?

-- L --

links_stat Link summary of the network

-- M --

metab MetaNet networks abundance
metab_g MetaNet networks metadata
micro MetaNet networks abundance
micro_g MetaNet networks metadata
module_detect Detect the modules
module_eigen Calculate the eigenvalue of each module and correlation of nodes and eigenvalue (node_eigen_cor).
module_expression Calculate the eigenvalue of each module and correlation of nodes and eigenvalue (node_eigen_cor).
module_net Generate a n-modules network
multi1 MetaNet networks
multi_net_build Multi-omics network build

-- N --

nc Calculate natural_connectivity
netD3plot plot use networkD3
net_par Calculate all topological indexes of a network

-- O --

olympic_rings_net Plot olympic rings using network

-- P --

p.adjust.table p.adjust apply on a correlation table (matrix or data.frame)
plot.cohesion Cohesion calculation
plot.ggig Plot a ggig
plot.metanet Plot a metanet
plot.rmt_res Plot a rmt_res
plot.robust Plot robust
plot.robustness Plot robustness
plot.vulnerability Plot vulnerability
plot_module_tree Filter some modules as others
print.cohesion Print method for 'cohesion' objects
print.coors Print method for 'coors' objects
print.corr Print method for 'corr' objects
print.ggig Print method for 'ggig' objects
print.metanet Print method for 'metanet' objects
print.robust Print method for 'robust' objects
print.robustness Print method for 'robustness' objects
print.vulnerability Print method for 'vulnerability' objects

-- R --

rand_net Degree distribution comparison with random network
rand_net_par Net_pars of many random network
rmt Get RMT threshold for a correlation matrix
RMT_threshold Get RMT threshold for a correlation matrix
robustness Evaluate the stability of a network
robust_test Evaluate the stability of a network

-- S --

show_MetaNet_logo Show MetaNet logo
skeleton_plot Get skeleton network according to a group
smallworldness Calculate small-world coefficient
summary_module Summary module index
summ_2col Summaries two columns information

-- T --

to_module_net Transformation a network to a module network
transc MetaNet networks abundance
transc_g MetaNet networks metadata
twocol_edgelist Quick build a metanet from two columns table

-- V --

venn_net Venn network
vulnerability Evaluate the stability of a network

-- Z --

zp_analyse Zi-Pi calculate
zp_plot Zi-Pi calculate