Awesome-Mirrors/awesome-network-analysis
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some useful links for SNA with python (:
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François Briatte 2016-04-20 02:23:10 +02:00
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@ -62,7 +62,7 @@ Inspired by [Awesome Deep Learning](https://github.com/ChristosChristofidis/awes
> Accessible introductions aimed at non-technical audiences. > Accessible introductions aimed at non-technical audiences.
1. _[Linked: The New Science of Networks](https://www3.nd.edu/~networks/Linked/index.html)_, by Albert-László Barabási - [Selected chapters online](http://barabasi.com/book/linked#linked) (2002). 1. _[Linked: The New Science of Networks](https://www3.nd.edu/~networks/Linked/index.html)_, by Albert-László Barabási - [Selected chapters online](http://barabasi.com/book/linked#linked) (2002).
- _[Six Degrees: The Science of a Connected Age](http://books.wwnorton.com/books/detail.aspx?ID=7599)_, by Duncan J. Watts (2003). - _[Six Degrees: The Science of a Connected Age](http://books.wwnorton.com/books/detail.aspx?ID=7599)_, by Duncan J. Watts (2003).
### General Overviews ### General Overviews
@ -453,6 +453,8 @@ Inspired by [Awesome Deep Learning](https://github.com/ChristosChristofidis/awes
- [networkx](http://networkx.github.io/) - Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks. - [networkx](http://networkx.github.io/) - Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks.
- [Implementing an ERGM From Scratch in Python](http://davidmasad.com/blog/ergms-from-scratch/), using networkx and numpy (2014). - [Implementing an ERGM From Scratch in Python](http://davidmasad.com/blog/ergms-from-scratch/), using networkx and numpy (2014).
- [python-igraph](http://igraph.org/python/) - Python version of the igraph network analysis package. - [python-igraph](http://igraph.org/python/) - Python version of the igraph network analysis package.
- [python-louvain](http://perso.crans.org/aynaud/communities/) - A solid implementation of Louvain community detection algorithm.
- [ipython notebook/jupyter](http://jupyter.org/) - Literate programming applied to scientific computing python. It also can be used to show matlab/octave, R and other mathematical programming languages. Notebooks are also directly published as pages on github. That makes it an absolute tool to communicate works on the web.
### R ### R
@ -526,6 +528,7 @@ Inspired by [Awesome Deep Learning](https://github.com/ChristosChristofidis/awes
- [TikZ & PGF Manual](http://distrib-coffee.ipsl.jussieu.fr/pub/mirrors/ctan/graphics/pgf/base/doc/pgfmanual.pdf). - [TikZ & PGF Manual](http://distrib-coffee.ipsl.jussieu.fr/pub/mirrors/ctan/graphics/pgf/base/doc/pgfmanual.pdf).
- [TKZ](http://altermundus.com/pages/tkz/index.html) - Packages based on TikZ. - [TKZ](http://altermundus.com/pages/tkz/index.html) - Packages based on TikZ.
- [Tulip software graph format (TLP)]() - Graph syntax used by the Tulip software framework. - [Tulip software graph format (TLP)]() - Graph syntax used by the Tulip software framework.
- [Cypher](http://neo4j.com/docs/stable/cypher-query-lang.html) A readable graph query language mostly used by [neo4j](http://neo4j.com/).
### Tutorials ### Tutorials