João Marcelo's Projects
A simple project using Node.js to undestand concepts about security and authentication for web development purposes.
Training NanoGPT-based language models specialized in chess gameplay to beat me at chess.
PyTorch implementation of the ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration paper
A collection of algorithms and data structures
Example of using the deepali framework for the task of medical imaging registration.
My personal discord bot
PyTorch implementation of the "A Deep Metric for Multimodal Registration" paper
My personal config files for Arch Linux
Repository for my project on the salary prediction of data science job positions.
First project for the web development class (EC38B-C81-2020.2), in which we will be recreating the Ethereum website (https://ethereum.org/).
Second project for the web development class (EC38B-C81-2020.2), in which we will be recreating the Ethereum website (https://ethereum.org/) and also consuming an open API (https://www.coingecko.com/en/api).
Third project for the web development class (EC38B-C81-2020.2), in which we will be creating an express api
My training script for Convolutional Neural Network, including some techniques.
PyTorch implementation of the "Implicit Neural Representations for Deformable Image Registration" paper
k-means implementation using iris dataset and plpgsql
Implementation of a Transformer-based Large Language Model based on the works of Machado de Assis using PyTorch.
My neovim configuration files
🎶 Spotify artist and song module for Polybar