triversity: Compute diversity measures on multipartite graphs.
In Lamarche-Perrin/triversity: Diversity Measures on Multipartite Graphs
Description
triversity is an R package for the computation of diversity measures
on multipartite graphs. First, it implements a parametrized family of such diversity
measures which apply on probability distributions. Sometimes called "True Diversity",
this family contains famous measures such as the richness, the Shannon entropy, the
Herfindahl-Hirschman index, and the Berger-Parker index. Second, the package allows
to apply these measures on probability distributions resulting from random walks between
the parts of multipartite graphs. By defining an initial distribution on a given part
of the graph and a path to follow between the different parts, the probability of the
walker's position within the final part is then computed, thus providing a particular
instance of diversity to measure.
This package has been developed by researchers of the Complex Networks team,
located within the Computer Science Laboratory of Paris 6 (LIP6),
for the AlgoDiv project founded by the French National Agency of Research
(ANR) under grant ANR-15-CE38-0001.
Links:
AlgoDiv project: http://algodiv.huma-num.fr/
Complex Networks team: http://www.complexnetworks.fr/
LIP6: https://www.lip6.fr/
-
Contact:
Robin Lamarche-Perrin: Robin.Lamarche-Perrin@lip6.fr
See also my webpage: https://www-complexnetworks.lip6.fr/~lamarche/
List of main collaborators:
Robin Lamarche-Perrin (CNRS, ISC-PIF, LIP6)
Lionel Tabourier (UPMC, LIP6)
Fabien Tarissan (CNRS, ISP, LIP6)
Raphaël Fournier S'niehotta (CNAM, CÉDRIC)
Rémy Cazabet (UdL, LIRIS)
Copyright 2017 © Robin Lamarche-Perrin
triversity is free software: you can redistribute it and/or modify it under the
terms of the GNU General Public License as published by the Free Software Foundation,
either version 3 of the License, or (at your option) any later version. It is distributed
in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied
warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General
Public License for more details. You should have received a copy of the GNU General
Public License along with this program. If not, see http://www.gnu.org/licenses/.
Lamarche-Perrin/triversity documentation built on May 22, 2019, 12:36 p.m.
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Description
triversity is an R package for the computation of diversity measures
on multipartite graphs. First, it implements a parametrized family of such diversity
measures which apply on probability distributions. Sometimes called "True Diversity",
this family contains famous measures such as the richness, the Shannon entropy, the
Herfindahl-Hirschman index, and the Berger-Parker index. Second, the package allows
to apply these measures on probability distributions resulting from random walks between
the parts of multipartite graphs. By defining an initial distribution on a given part
of the graph and a path to follow between the different parts, the probability of the
walker's position within the final part is then computed, thus providing a particular
instance of diversity to measure.
This package has been developed by researchers of the Complex Networks team, located within the Computer Science Laboratory of Paris 6 (LIP6), for the AlgoDiv project founded by the French National Agency of Research (ANR) under grant ANR-15-CE38-0001.
Links:
AlgoDiv project: http://algodiv.huma-num.fr/
Complex Networks team: http://www.complexnetworks.fr/
LIP6: https://www.lip6.fr/
Contact:
Robin Lamarche-Perrin: Robin.Lamarche-Perrin@lip6.fr
See also my webpage: https://www-complexnetworks.lip6.fr/~lamarche/
List of main collaborators:
Robin Lamarche-Perrin (CNRS, ISC-PIF, LIP6)
Lionel Tabourier (UPMC, LIP6)
Fabien Tarissan (CNRS, ISP, LIP6)
Raphaël Fournier S'niehotta (CNAM, CÉDRIC)
Rémy Cazabet (UdL, LIRIS)
Copyright 2017 © Robin Lamarche-Perrin
triversity is free software: you can redistribute it and/or modify it under the
terms of the GNU General Public License as published by the Free Software Foundation,
either version 3 of the License, or (at your option) any later version. It is distributed
in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied
warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General
Public License for more details. You should have received a copy of the GNU General
Public License along with this program. If not, see http://www.gnu.org/licenses/.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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