- Curitiba, ParanΓ‘, Brazil
- https://gugarosa.github.io
- https://orcid.org/0000-0002-6442-8343
- @rosaguga
Highlights
- Pro
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opfython Public
π³ A Python-inspired implementation of the Optimum-Path Forest classifier.
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dualing Public
πΎ Dualing is a Python library that implements dual-based neural learning.
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statys Public
π Statistical analyzers to provide more robust comparisons between Machine Learning techniques.
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learnergy Public
π‘ Learnergy is a Python library for energy-based machine learning models.
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nalp Public
π£οΈ NALP is a library that covers Natural Adversarial Language Processing.
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opytimark Public
π Opytimark is a Python library consisting of optimization benchmarking functions.
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opytimizer Public
π¦ Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.
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vllm Public
Forked from vllm-project/vllmA high-throughput and memory-efficient inference and serving engine for LLMs
Python Apache License 2.0 UpdatedJun 4, 2024 -
rathena Public
Forked from rathena/rathenaπ΄Fork from rathena/rathena.
C++ GNU General Public License v3.0 UpdatedMay 15, 2024 -
go_api_boilerplate Public
βοΈ A Go-based API boilerplate for speeding up future projects.
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viviner Public archive
π· Scraps data from Vivino and collects outstanding wine-based meta-data.
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recogna_web Public
π Official Vue.js base code for Recogna's laboratory.
Vue MIT License UpdatedAug 14, 2023 -
cmpipe Public archive
Forked from vmlaker/mpipePython API for writing multiprocessing pipelines
Python MIT License UpdatedAug 12, 2023 -
modelos_latex Public
π Modelos simples e compreensΓveis em LaTeX, adaptados para a Faculdade de CiΓͺncias da UNESP.
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react_boilerplate Public
π A React-based boilerplate for speeding up future projects.
JavaScript MIT License UpdatedMar 21, 2023 -
mh_feature_selection Public
π Official implementation regarding the paper "A Survey on Metaheuristic Approaches to Feature Selection".
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nvdllogger Public archive
Forked from NVIDIA/dlloggerπ΄Fork from NVIDIA/dllogger that enables PyPI support.
Python Other UpdatedNov 8, 2022 -
libras_decoder Public
β A hand tracking system that integrates a classification architecture which decodes gestual alphabet into text.
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mh_deep_application Public archive
π Nature-Inspired Optimization Applied to Deep Learning for ICMC/USP mini-course.
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py4research Public archive
π¦ A step-by-step tutorial on how to build a Python package for research.
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opf_distance Public
π Official implementation regarding the paper "Comparative Study Between Distance Measures On Supervised Optimum-Path Forest Classification".
Python GNU General Public License v3.0 UpdatedOct 6, 2022 -
weedstoned Public archive
π Programatically creates digital trading card games with customized templates.
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opf_siamese Public
π Official implementation regarding the chapter "Learning to Weight Similarity Measures with Siamese Networks: A Case Study on Optimum-Path Forest".
Python GNU General Public License v3.0 UpdatedOct 6, 2022 -
mh_fine_tuning Public
π Official implementation regarding the paper "Improving Pre-Trained Weights Through Meta-Heuristic Fine-Tuning".
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sampling_recognition Public
π Official implementation regarding the paper "Neighbor-based Bag of Samplings for Person Identification Through Handwritten Dynamics and Convolutional Neural Networks".
machine-learning paper convolutional-neural-networks implementation person-identification bag-of-samplingPython MIT License UpdatedOct 6, 2022 -
dropout_rbm Public
π Official implementation regarding the paper "Fine-Tuning Dropout Regularization in Energy-Based Deep Learning".
Python MIT License UpdatedOct 6, 2022 -
brainy Public
π§ An intelligent Python-inspired Machine Learning API for training NLP-based models.
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heat_mapper Public
π₯ An image processing utility built upon OpenCV to generate motion heat maps from video-based sources.
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gan_metrics_scoring Public
π Official implementation regarding the paper "Evaluating Artificial Images Through Score-based Classifications".
Python MIT License UpdatedOct 5, 2022 -
text_augmenter Public archive
βοΈ RNNs and Transformers text-based augmentation for ICMC/USP mini-course.