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Filipi Nascimento Silva's Projects

bl-network-communities icon bl-network-communities

App to obtain the community structure of networks by using the Louvain or Infomap methods. All the Louvain quality functions work for networks with negative weights.

bl-network-measurements icon bl-network-measurements

App to calculate several basic statistics for networks and their respective null model distributions.

bl-network-nullmodel icon bl-network-nullmodel

Generates an esemble of networks according to null models that try to reproduce the data. Erdos reyni (random), Barabási-Albert and Configuration model are implemented

bl-network-preprocess icon bl-network-preprocess

App to preprocess connectivity/similarity matrices (conmat) and generate a filtered version of the network, which can be directed or undirected, weighted or unweighted.

bl-network-report icon bl-network-report

App to generate reports from networks. This includes network properties, node attributes and their respective distributions.

bl-network-visualization icon bl-network-visualization

This app generates simple 2D static visualizations for networks by using a force-directed algorithm. The current implementation uses the Large Graph Layout (LGL) algorithm.

bl-timeseries2network icon bl-timeseries2network

Calculates a similarity matrix (such as correlation, covariance, etc) from time series and convert it to a network datatype (JGFZ) so it can be used in the network pipeline.

cvaccessibility icon cvaccessibility

Software to calculate the outwards accessibility measurement of nodes in complex networks. Check http://arxiv.org/abs/1101.5379v3 and http://arxiv.org/abs/0802.3665 .

cvrandomwalks icon cvrandomwalks

Fast library to obtain sentences based on random walks from networks for use in word2vec and other embedding techniques.

cvsymmetry icon cvsymmetry

Software to calculate the concentric symmetries of complex networks as described in http://arxiv.org/abs/1407.0224

cxnetworks-docker icon cxnetworks-docker

Network science docker image with basic libraries. Currently being used to run brainlife network science apps.

d3-force-3d icon d3-force-3d

Force-directed graph layout in 1D, 2D or 3D using velocity Verlet integration.

d3-zoom icon d3-zoom

Pan and zoom SVG, HTML or Canvas using mouse or touch input.

dbgz icon dbgz

Small utility to read and write data from/to dbgz

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