Read the Assignment Problem Statement(in pdf) to get a better understanding of the task to be done. instuction.txt
documents the running procedure of the code.
-
Assignment 1
Measure several Network Properties (eg. size of the network, degree of nodes, paths in the network, components in the network, clustering coefficient, etc.) using SNAP library. -
Assignment 2
CalculateCloseness Centrality
,Betweenness Centrality
andBiased Page Rank
of every nodes in a subgraph of amazon and facebook. Further, compare the Top@K centrality overlaps with the centrality of the nodes calculated using SNAP library -
Assignment 3
Detection of Hate Speech in Social Media posts- Task 1 - Use generic classifiers like
Random Forest
,SVM
andFastText
to classify hate speeches in a document. - Task 2 - Classify hate speech using
LSTM
based model.
- Task 1 - Use generic classifiers like