Gustavo de Rosa (@gugarosa)
github

gugarosa

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  • Stars
    star
    879
  • Global Rank 34,677 (Top 2 %)
  • Followers 146
  • Following 15
  • Registered over 11 years ago
  • Most used languages
    Python
         77.8 %
    TeX
         11.1 %
    Go
         2.8 %
    MATLAB
         2.8 %
    Protocol Buffer     2.8 %
    Solidity
         2.8 %
  • Location ๐Ÿ‡ง๐Ÿ‡ท Brazil
  • Country Total Rank 439
  • Country Ranking
    Protocol Buffer     1
    TeX
         17
    Python
         54
    Solidity
         71
    MATLAB
         163
    Go
         721

Top repositories

1

opytimizer

๐Ÿฆ Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.
Python
581
star
2

learnergy

๐Ÿ’ก Learnergy is a Python library for energy-based machine learning models.
Python
60
star
3

modelos_latex

๐Ÿ“ Modelos simples e compreensรญveis em LaTeX, adaptados para a Faculdade de Ciรชncias da UNESP.
TeX
48
star
4

viviner

๐Ÿท Scraps data from Vivino and collects outstanding wine-based meta-data.
Python
36
star
5

opfython

๐ŸŒณ A Python-inspired implementation of the Optimum-Path Forest classifier.
Python
31
star
6

nalp

๐Ÿ—ฃ๏ธ NALP is a library that covers Natural Adversarial Language Processing.
Python
23
star
7

leaflyer

๐Ÿ€ Scraps data from Leafly and collects amazing weed-based meta-data.
Python
17
star
8

evolutionary_ensembles

๐Ÿ“„ Official implementation regarding the paper "Creating Classifier Ensembles through Meta-heuristic Algorithms for Aerial Scene Classification".
Python
8
star
9

libras_decoder

โœ‹ A hand tracking system that integrates a classification architecture which decodes gestual alphabet into text.
Python
8
star
10

opytimark

๐Ÿ“ˆ Opytimark is a Python library consisting of optimization benchmarking functions.
Python
7
star
11

go_api_boilerplate

โš™๏ธ A Go-based API boilerplate for speeding up future projects.
Go
7
star
12

jucesp_rpa

๐Ÿค– An RPA-based tool for extracting information over JUCESP.
Python
6
star
13

statys

๐Ÿ“Š Statistical analyzers to provide more robust comparisons between Machine Learning techniques.
Python
5
star
14

mh_deep_application

๐Ÿ Nature-Inspired Optimization Applied to Deep Learning for ICMC/USP mini-course.
Python
4
star
15

iris_recognition

๐Ÿ‘๏ธ An easy-to-use iris recognition system based on Daugman's approach.
MATLAB
4
star
16

textformer

๐Ÿ”ฎ Transformer-based architectures for handling text generation and translation.
Python
3
star
17

text_augmenter

โœ’๏ธ RNNs and Transformers text-based augmentation for ICMC/USP mini-course.
TeX
3
star
18

dualing

๐Ÿพ Dualing is a Python library that implements dual-based neural learning.
Python
3
star
19

multi_activation

๐Ÿ“„ Official PyTorch and Tensorflow implementations regarding the Multi Activation layer.
Python
2
star
20

LibOPT4Caffe

โ˜• Integration library, built to assimilate LibOPT and Caffe together.
Protocol Buffer
2
star
21

py4research

๐Ÿ“ฆ A step-by-step tutorial on how to build a Python package for research.
TeX
2
star
22

synthetic_rbms

๐Ÿ“„ Official implementation regarding the paper "Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann Machines".
Python
2
star
23

politico_honesto

๐Ÿ’ธ An RPA-based assistant that extracts information about a candidate over TSE.
Python
2
star
24

textfier

๐Ÿ“ Textfier provides an easier interface to text-based modifiers.
Python
2
star
25

annotator

โœ๏ธ A Doccano-based project designed to fulfill ML-based needs.
Python
2
star
26

apostila_ml

๐Ÿ“‹ Apostila para o curso de Aprendizado de Mรกquina do programa de Pรณs-Graduaรงรฃo em Ciรชncia da Computaรงรฃo da UNESP.
TeX
2
star
27

dbn_tuning

๐Ÿ“„ Official implementation regarding the chapter "Fine-Tuning Deep Belief Networks with Harmony-Based Optimization".
Python
2
star
28

python_api_boilerplate

โš™๏ธ A Python-based API boilerplate for speeding up future projects.
Python
1
star
29

loss_programming

๐Ÿ“„ Official implementation regarding the paper "Programmatically Evolving Losses in Machine Learning".
Python
1
star
30

crypto_meleon

๐ŸŠ Changes CryptoMeleon's colors with just a few lines of code.
Python
1
star
31

amazonas

๐Ÿ’ง An OpenSea fully-customizable integration that allows the creation of smart contracts.
Solidity
1
star
32

crbm_tuning

๐Ÿ“„ Official implementation regarding the paper "Adapting Convolutional Restricted Boltzmann Machines Through Evolutionary Optimization".
Python
1
star
33

ghost_reader

๐Ÿ‘ป An image-to-text and text-to-voice application focused on accessibility.
Python
1
star
34

tsgan_nlg

๐Ÿ“„ Official implementation regarding the paper "Natural Language Generation With Similarity-Based Adversarial Learning".
Python
1
star
35

mh_feature_selection

๐Ÿ“„ Official implementation regarding the paper "A Survey on Metaheuristic Approaches to Feature Selection".
Python
1
star
36

mh_fine_tuning

๐Ÿ“„ Official implementation regarding the paper "Improving Pre-Trained Weights Through Meta-Heuristic Fine-Tuning".
Python
1
star