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

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.

Open Source Natural Language Processing Machine Learning models

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

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

News feed aggregator using k-means clustering

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.

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)

Sample of Python codes from mathematical problems

Projet d'introduction au NLP et à la COMPUTER VISION

Retrieval of Semantically Relevant Documents using Latent Semantic Analysis

Public repository for B13logy LLC

This repository represents my journey in NLP as everything is in order how I proceeded to learn NLP

Comparative analysis of emotion detection using BERT and LSA on a shared dataset.