Gustavo de Rosa

opytimizer. 🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.

viviner. 🍷 Scraps data from Vivino and collects outstanding wine-based meta-data.

learnergy. 💡 Learnergy is a Python library for energy-based machine learning models.

modelos_latex. 📝 Modelos simples e compreensíveis em LaTeX, adaptados para a Faculdade de Ciências da UNESP.

opfython. 🌳 A Python-inspired implementation of the Optimum-Path Forest classifier.

leaflyer. 🍀 Scraps data from Leafly and collects amazing weed-based meta-data.

nalp. 🗣️ NALP is a library that covers Natural Adversarial Language Processing.

opytimark. 📈 Opytimark is a Python library consisting of optimization benchmarking functions.

libras_decoder. ✋ A hand tracking system that integrates a classification architecture which decodes gestual alphabet into text.

evolutionary_ensembles. 📄 Official implementation regarding the paper "Creating Classifier Ensembles through Meta-heuristic Algorithms for Aerial Scene Classification".

jucesp_rpa. 🤖 An RPA-based tool for extracting information over JUCESP.

go_api_boilerplate. ⚙️ A Go-based API boilerplate for speeding up future projects.

statys. 📊 Statistical analyzers to provide more robust comparisons between Machine Learning techniques.

mh_deep_application. 🐝 Nature-Inspired Optimization Applied to Deep Learning for ICMC/USP mini-course.

iris_recognition. 👁️ An easy-to-use iris recognition system based on Daugman's approach.

textformer. 🔮 Transformer-based architectures for handling text generation and translation.

text_augmenter. ✒️ RNNs and Transformers text-based augmentation for ICMC/USP mini-course.

dualing. 🐾 Dualing is a Python library that implements dual-based neural learning.

py4research. 📦 A step-by-step tutorial on how to build a Python package for research.

multi_activation. 📄 Official PyTorch and Tensorflow implementations regarding the Multi Activation layer.

dbn_tuning. 📄 Official implementation regarding the chapter "Fine-Tuning Deep Belief Networks with Harmony-Based Optimization".

weedstoned. 🔖 Programatically creates digital trading card games with customized templates.

textfier. 📝 Textfier provides an easier interface to text-based modifiers.

synthetic_rbms. 📄 Official implementation regarding the paper "Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann Machines".

annotator. ✏️ A Doccano-based project designed to fulfill ML-based needs.

apostila_ml. 📋 Apostila para o curso de Aprendizado de Máquina do programa de Pós-Graduação em Ciência da Computação da UNESP.

LibOPT4Caffe. ☕ Integration library, built to assimilate LibOPT and Caffe together.

politico_honesto. 💸 An RPA-based assistant that extracts information about a candidate over TSE.

brainy. 🧠 An intelligent Python-inspired Machine Learning API for training NLP-based models.

loss_programming. 📄 Official implementation regarding the paper "Programmatically Evolving Losses in Machine Learning".

mh_fine_tuning. 📄 Official implementation regarding the paper "Improving Pre-Trained Weights Through Meta-Heuristic Fine-Tuning".

python_api_boilerplate. ⚙️ A Python-based API boilerplate for speeding up future projects.

crypto_meleon. 🐊 Changes CryptoMeleon's colors with just a few lines of code.

mh_feature_selection. 📄 Official implementation regarding the paper "A Survey on Metaheuristic Approaches to Feature Selection".

tsgan_nlg. 📄 Official implementation regarding the paper "Natural Language Generation With Similarity-Based Adversarial Learning".

ghost_reader. 👻 An image-to-text and text-to-voice application focused on accessibility.