Advanced model of Bm25 is Bm25+, which was implemented and compared with the baseline model (bm25)

NLP on Women's Clothing Text Reviews

This project implements a news article retrieval system using dataset of BBC articles. It utilizes FastAPI for the API layer, TF-IDF for term weighting, and Word2Vec and allows users to query the dataset for top-matching articles with similarity scores.

This is a simple implementation of a search system that can read and sort .txt documents by their relevance.

Predict personality types as one of the sixteen categories of Myers Briggs personality types (MBTI) based on the correlation between people's writing styles and their psychological personalities.

Explore a comprehensive analysis of Netflix's extensive collection of movies and TV shows, clustering them into distinct categories. This GitHub repository contains all the details, code, and insights into how we've organized and grouped the vast content library into meaningful clusters.

Image gallery - Search based on an images EXIF data

Sistema para recomendación de libros desarrollado en Python con Inteligencia Artigical, utilizando algoritmos como KNN y TD-IDF.

Sentiment Analysis Project using Count Vectorizer and TF-IDF Vectorizer

a natural language processing project (information retrieval / IR) - indonesia