The projects for the NLP course at the University of Isfahan.

Assignment #2 - NLP course Spring 2024 - Sharif University

Indexing and Retrieval Models

persian Ham Spam detector with python, hazm, nltk and nlp.

Information Retrieval Project - Spring 2023

کدهای مربوط به مقالات آموزشی

NLP

Simple lexicon-based persian sentiment analysis

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.

Summary of my activities in the field of natural language processing

unsupervised process of identifying topics in a set of persian songs by LDA method of topic modelling

Markdown source for Ibn Ḥazm's Kitāb al-Akhlāq wa Siyar.

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.

Your Farsi twitter word cloud here.

Project HadiSaboohi