16 skills found
triandicAnt / GraphEmbeddingRecommendationSystemPython based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.
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ilyakava / SumproductSum product algorithm - Belief propagation (message passing) for factor graphs
mcosovic / Belief Propagation DC State EstimationThe algorithm solves the DC state estimation problem in electric power systems using the Gaussian belief propagation over factor graphs.
mcosovic / FactorGraph.jlThe FactorGraph package provides the set of different functions to perform inference over the factor graph with continuous or discrete random variables using the belief propagation algorithm.
romain-fontugne / Slpa NxCommunity mining with Speaker-Listener Label Propagation Algorithm (SLPA) for networkx graphs
pinkeshbadjatiya / Trust Inference APIImplementation of multiple algorithms for inferring trust in the user network (social graph) using various network properties such as trust propagation, multi-aspect property, social trust etc.
atiasnir / PropagationBelief propagation is a general graph algorithm for ranking nodes based on their location in the graph and some prior knowledge. The network is using in machine learning and bioinformatics in a variety of applications.
formidablae / Masters ThesisComputer Science & Engineering Master's Degree Graduation Thesis. Clustering Graphs - Applying a Label Propagation Algorithm to Detect Communities (in academia) in Graph Databases (ArangoDB). Communities were detected, a GraphQL API with NodeJS and Express and a frontend interface with React, TypeScript and CytoscapeJS were built.
yongchao-liu / Gipaa general information propagation algorithm for graph learning
MehranTaghian / SAC GCNExplainability of Deep RL algorithms using graph networks and layer-wise relevance propagation.
aadimator / RLPA random graph partitioning algorithm inspired from label propagation method
damianfraszczak / RpasdtRP&SDT (Rumour Rumour Propoagation and Source Detection Toolkit) is a tool that allows users to prepare and configure an initial network topology, a propagation process and utilize the well-known source identification algorithms to estimate real sources based on the given diffusion graph.
magross / GasFlowGraph-based models for gas pipeline systems, as well as algorithms to simulate and control gas propagation. Supports Anaconda and GasLib file formats.
vaaaaanquish / Label Propagation RsLabel Propagation Algorithm by Rust. Label propagation (LP) is graph-based semi-supervised learning (SSL). LGC and CAMLP have been implemented.
Ravipati97 / A Comparative Study On Coterie Identification In Facebook NetworkThe identification of peers in a social network has been analyzed over giving importance to recognition in the way of connection and interaction between people. The coterie identification can be done by the structure of Facebook public pages. There are a lot of activities people perform which are diverse from each other. Since the different activities can’t be identified, we choose newsgroup pages and focus on extraction of one set of users. For this, we use Label Propagation Algorithm, Fast Unfolding and Spectral Clustering methods for identification and compare the results of each method to get a fair understanding of which method calculates the no.of user nodes effectively. These algorithms base the results upon the posts, likes and comments for each user activity. In order to get the effective values as outputs we eliminate the isolated and enhance the quality of the peer network across multiple pages with the use of subgraphs containing nodes that are more densely linked to each other than to the remaining nodes of the graph. The peer identification problem is tackled by the above mentioned algorithms.
