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MaxAndSam Network Reconstruction Method
This method reconstructs socio-economic and financial networks from partial information, i.e., the knowledge of intrinsic node-specific properties and of the number of...-
RAR
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RAR
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F1-Communities
F1-Communities is a novel approach to evaluate community detection algorithms on ground truth. It leverages precision and recall to provide a scalable measure that allows to... -
DEMON
DEMON is a local-first approach to community discovery, able to unveil the modular organization of real complex networks. This is achieved by democratically letting each node...-
HTML
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HTML
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QuickRank
QuickRank is an efficient Learning to Rank toolkit providing multi-threaded C++ implementation of several algorithms: GBRT, LambdaMART, Oblivious GBRT / LambdaMART,...-
URL
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URL
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URL
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URL
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Maximum entropy network reconstruction
This method reconstructs a bipartite network by using the Maximum Entropy principle. This method is useful to assess aggregated and single bank's systemicness and vulnerability... -
Tail granger causality network construction
This method constructs a causality network by implementing Granger-causality tests for extreme events in multivariate time series. -
ArchiveSpark
ArchiveSpark is an Apache Spark framework for easy data access, processing, extraction as well as derivation for Web archives and archival collections. It has a simple and... -
NDlib-rest
Network Diffusion Library REST Service. This project offers a REST interface for the NDlib Python library. -
Dictionary creator
This tool creates a dictionary with inverse document frequency (idf) values from the Google NGrams dataset. -
NDlib
Ndlib is a Network diffusion library that contains a set of models to simulate disease spreading and opinion dynamics.-
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HTML
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Fast and scalable likelihood maximization for Exponential Random Graph Models
Exponential Random Graph Models (ERGMs) have gained increasing popularity over the years. Rooted into statistical physics, the ERGMs framework has been successfully employed...-
PDF
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PDF
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Visual media analysis for Instagram and other online platforms
Instagram is currently the social media platform most associated with online images (and their analysis), but images from other platforms also can be collected and grouped,... -
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ZIP
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ZIP
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Detecting Content That Triggers Polarization in Social Networks
We provide a method that finds echo chambers in online social networks. The method considers controversial contents and finds users of the network who discuss these contents... -
Network generator with fractal topologies - WP8
The micro-project has developed a python module for the generation of networks with fractal topologies, in particular Sierpinski graphs for the task involved in T8.4 Complex... -
Download mobility data with scikit-mobility
The data module of scikit-mobility provides users with an easy way to: 1) Download ready-to-use mobility data (e.g., trajectories, flows, spatial tessellations, and auxiliary...