This repository explores how Rappler articles shape presidential policies by analyzing dominant themes related to President Bongbong Marcos' first year in office using Latent Semantic Analysis (LSA). The study provides insights for policy-making, strategic communications, and public engagement.

Walkthrough a toy example of Latent Semantic Analysis

PostgreSQL, docker-compose, classification model, latent semantic analysis, Jupyter Notebook, Wikimedia API

News feed aggregator using k-means clustering

Open Source Natural Language Processing Machine Learning models

Proposal: Pioneering Structured & Consistent LLM Generation via Deep Knowledge Graph Integration

Market trends and investment insights

Installation, deployment, configuration, and usage examples for Spark in Google Cloud

This repository provides an implementation of topic modelling techniques, namely Latent Semantic Analysis (LSA) and Latent Dirichlet Allocation (LDA), specifically designed for analyzing news articles.

Retrieval of Semantically Relevant Documents using Latent Semantic Analysis

Latent Semantic Analysis applied on movies, both in a content-based approach (exploiting the movies overviews) and in a collaborative approach (exploiting the users rates)

Vector space modeling of MovieLens & IMDB movie data

Study and application of the Latent Semantic Analysis (LSA) technique in a dataset containing Australian news headlines.

A web-based Plagiarism Detection System for source code, utilizing Information Retrieval and NLP techniques to identify potential code plagiarism in C, C++, and Python. The tool offers customizable detection levels and supports educators in evaluating programming assignments efficiently.

Data Mining and Wrangling Mini Project 3 - August 25, 2021

Sample of Python codes from mathematical problems

Projet d'introduction au NLP et à la COMPUTER VISION

Wolfram Language (aka Mathematica) paclet with a software monad for Latent Semantic Analysis.