Information Retrieval Project - Spring 2023
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Updated
Jun 26, 2023 - Python
Information Retrieval Project - Spring 2023
Summary of my activities in the field of natural language processing
Indexing and Retrieval Models
In this project, first I start to visualize data in 3 groups to understand better data set, which locate on data_visualization. Second I use hazm library for text processing in Persian data sets on DataCleaning file. Finally, I implement the k-means algorithm for clustering.
I use Request Psychological Advice texts in Persian. I clean data and prepare it with the Hazm project. Then cluster them by using Genetic_Kmeans Algorithm and compare results with normal Kmeans and Birch Algorithms.
Simple lexicon-based persian sentiment analysis
unsupervised process of identifying topics in a set of persian songs by LDA method of topic modelling
persian Ham Spam detector with python, hazm, nltk and nlp.
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