hazm

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.

text-mining clustering genetic-algorithm nlp-machine-learning kmeans-clustering persian-nlp birch hazm

Updated Apr 11, 2020
Jupyter Notebook

khalid-hussain / morals-and-behaviour

Star 3

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

behavior book behaviour islam kitab morals hazm ibn akhlaq siyar andalus

Updated Sep 23, 2020
Makefile

ashkanmradi / Lexicon-based-persian-sentiment-analysis

Star 3

Simple lexicon-based persian sentiment analysis

nlp sentiment-analysis confusion-matrix persian-nlp persian-stemmer tokenization stemming lexiconbasedapproach hazm lexicon-based

Updated Jun 17, 2024
Python

mohadesehjm / Preprocess_and_Clustering_on_news_datasets

Star 2

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.

python word2vec data-visualisation bag-of-words fasttext k-means-clustering hazm

Updated Jan 12, 2022
Jupyter Notebook

negarhonarvar / Persian-NLP

Star 2

Persian Language Processing

pytorch cv2 morphological-analysis normalization fitz hazm tocken arabic-reshaper pytesseract-ocr pdfplumber parsivar minimal-set py-pdf effective-units

Updated Mar 12, 2025
Jupyter Notebook

arman-aminian / farsi_news_topic_detection

Star 2

nlp lstm topic-detection hazm

Updated Jun 3, 2021
Jupyter Notebook

miirzamiir / legal-chatbot

Star 1

Assignment #2 - NLP course Spring 2024 - Sharif University

nlp opsdroid regex hazm

Updated Jun 27, 2024
Jupyter Notebook

Fatemerjn / persian-telegram-news-nlp-

Star 1

Corpus building and NLP analysis for Persian Telegram channel messages. Includes a notebook to parse and clean channel_messages.json, stopword normalization, word cloud with a silhouette mask, and CSV outputs (filtered_messages.csv, final_results.csv). Reproducible pipeline for EDA and basic modeling.

machine-learning data-mining deep-learning sentiment-analysis transformers pytorch topic-modeling bert persian-nlp news-classification text-preprocessing hazm parsbert telegram-data

Updated Oct 14, 2025
Jupyter Notebook

msmrexe / pytorch-rnn-vs-transformer-persian-generation

Star 1

A project implementing and comparing from-scratch RNN (GRU) and Transformer models for next-word prediction on a Persian Wikipedia dataset.

university-project n-grams recurrent-neural-networks transformer gru course-project rnn persian-nlp encoder-decoder generative-models multi-head-attention perplexity hazm positional-encoding top-k-sampling persian-text-preprocess persian-text-generation

Updated Nov 2, 2025
Python

MDVR9980 / Golestan-Clustering

Star 1

🌹 Unsupervised Semantic Clustering of Saadi's Golestan. A Persian NLP project comparing K-Means & DBSCAN algorithms to regroup anecdotes based on semantic similarity using TF-IDF & LSA.

nlp machine-learning text-mining clustering scikit-learn python3 tf-idf lsa persian-language unsupervised-learning dbscan kmeans-clustering hazm saadi-poems classical-literature

Updated Dec 18, 2025
Jupyter Notebook

MDVR9980 / telegram-sentiment-analysis-fa

Star 1

🇮🇷 5-Year Historical Sentiment Analysis of Persian Telegram (~1M posts) using Google Gemma 3 (27B) via Ollama. A deep NLP study on public mood, sarcasm, and cultural nuances (1399–1404 SH).