Name		Name	Last commit message	Last commit date
Cluestering_TFIDF_HC.py		Cluestering_TFIDF_HC.py
Clustering_BOW_EM.py		Clustering_BOW_EM.py
Clustering_BOW_HC.py		Clustering_BOW_HC.py
Clustering_BOW_Kmeans.py		Clustering_BOW_Kmeans.py
Clustering_TFIDF_EM.py		Clustering_TFIDF_EM.py
Clustering_TFIDF_Kmeans.py		Clustering_TFIDF_Kmeans.py
Kappa_BOW.py		Kappa_BOW.py
Kappa_TFIDF.py		Kappa_TFIDF.py
README.md		README.md

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Text-Clustering

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Performed text preprocessing, clustering and analyzed the data from different books using K-means, EM, Hierarchical clustering algorithms and calculated Kappa, Consistency, Cohesion or Silhouette for the same.

anaconda-distribution bag-of-words expectation-maximization-algorithm hierarchical-clustering jupyter-notebook kmeans-clustering machine-learning-algorithms nltk-library python spyder tfidf-vectorizer

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