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adar-index

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NamrataThakur / Social-Network-Link-Prediction

A graph mining problem where the task was to predict a link between the given nodes. Engineered different features like Jaccard Distance, Cosine-Similarity, Shortest Path, Page Rank, Adar Index, HITS score and Kartz Centrality. Finally built non-linear models to get the final F1 score as 0.92.

cosine-similarity jaccard-similarity hits link-prediction jaccard-distance adar-index

Updated Mar 30, 2021
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VinitSR7 / Instagram-Followee-Prediction

Given a directed social graph, we have to predict missing edges to recommend friends/connnections/followers in the graph.

instagram machine-learning facebook graph eda networkx feature-extraction cosine-similarity networkx-graph random-forest-classifier featurization hits-algorithm page-rank adar-index

Updated Jul 25, 2019
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sahildigikar15 / Link-Prediction-Using-Graph-Mining

Given a directed social graph, have to predict missing links to recommend users.

pagerank-algorithm xgboost preferential-attachment svd cosine-distance hits jaccard-distance networkx-graph katz adar-index

Updated Nov 2, 2019
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