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Code and data from the master’s thesis “Decoding Spatial Semantics”. Analyzes and compares open-source LLMs and NMT systems in translating spatial prepositions from English to Brazilian Portuguese.…
Jupyter Notebook UpdatedSep 15, 2024
90B1
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Este projeto é uma ferramenta simples de correção ortográfica desenvolvida como parte do curso de Processamento de Linguagem Natural (NLP) na Alura. O objetivo é construir um verificador ortográfic…
Jupyter Notebook UpdatedSep 15, 2024 -
This repo contains a hands-on Python Pandas challenge. Explore UFRN library loan data, analyze trends, and create an HTML table with custom styling. Join for a week of coding to refine data analysi…
Jupyter Notebook UpdatedSep 15, 2024 -
Sports-Car-Price-Prediction Public
This repository contains code for a sports car price prediction project. It includes data preprocessing, exploratory data analysis, feature engineering, and machine learning sections. The aim is to…
UpdatedMay 6, 2023 -
Este é um repositório com materiais do curso de Processamento Neural de Linguagem Natural em Português I. Aprenda a aplicar o aprendizado de máquina para processar textos em português, incluindo cl…
Jupyter Notebook UpdatedMay 4, 2023 -
Coding Linear Regression from scratch using Python and its libraries, without relying on specialized ML libraries (e.g. Scikit-learn, TensorFlow, Keras, PyTorch). Gain a deeper understanding of fun…
Jupyter Notebook UpdatedMay 1, 2023 -
This repo provides a guide and code examples to preprocess text for BERT, build TensorFlow input pipelines for text data, and fine-tune BERT for text classification using TensorFlow 2 and TensorFlo…
Jupyter Notebook UpdatedApr 8, 2023 -
This repo contains code for a Multinomial Naive Bayes model to classify English prepositions as spatial or non-spatial. It includes data preprocessing, model training, and evaluation scripts, as we…
Jupyter Notebook UpdatedApr 7, 2023 -
AI-agents Public
This repo is an adaptation of UC Berkeley's project and focuses on developing search algorithms and reinforcement learning techniques for artificial agents. The code covers related topics and can b…
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