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1. Automata-dangerous-word-finder Automata-dangerous-word-finder Public

   An automaton has been designed to identify the words *estudiantes*, *escuela*, *rencor*, *rifles*, *crimen*, and *matanza* within a given text. Upon identification, it generates a detailed report t…

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2. Hotel-Opinion-classifier Hotel-Opinion-classifier Public

   This project evaluates and compares the accuracy of three classification models for a rating classifier on a hotel website in spanish.

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3. Web-hosted-guide-chatbot-for-museum Web-hosted-guide-chatbot-for-museum Public

   This project presents a prototype of a web-hosted guide chatbot for the Museo Nacional de Antropología in Mexico City, developed using a Retrieval-Augmented Generation (RAG) approach and a LLaMA la…

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4. Sargassum-Detection-Using-a-Fine-Tuned-Convolutional-Neural-Network-CNN- Sargassum-Detection-Using-a-Fine-Tuned-Convolutional-Neural-Network-CNN- Public

   In this competition, a DenseNet network was fine-tuned using images of sargassum from various beaches to predict the level of sargassum presence, categorized into five rating levels.

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5. Image-Enhancement-for-Medical-Analysis-Using-Genetic-Algorithms Image-Enhancement-for-Medical-Analysis-Using-Genetic-Algorithms Public

   This Jupyter notebook contains a basic Genetic Algorithm (GA) designed to enhance the contrast of RGB images in order to reveal finer details for medical analysis.

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