LibMOON is a standard and flexible framework to study gradient-based multiobjective optimization.

We're proud to announce that our team secured the First Prize in the BCG GAMMA Challenge for Data Science and Consulting. This GitHub repository hosts all the code, models, and analytical techniques we employed during the competition.

Selected Paper from the AI-CyberSec 2021 Workshop in the 41st SGAI International Conference on Artificial Intelligence (MDPI Journal Electronics)

pipeDejavu: Hardware-aware Latency Predictable, Differentiable Search for Faster Config and Convergence of Distributed ML Pipeline Parallelism

Gait Recognition with 3D CNN. This project proposes a novel approach using 3D convolutional neural networks (3D CNN) to capture spatio-temporal features of gait sequences for robust recognition in an un-intrusive manner.

Aplicação Python+Streamlit para detectar automaticamente colônias bacterianas em imagens de placas de Petri. Usa visão computacional com transformada de Hough, otimização bayesiana para calibrar parâmetros e permite validação manual dos resultados com exportação de imagens. Ideal para uso laboratorial e educacional.

A Python package for machine learning pipeline optimization

GUI for hyperparameter optimizer and plotting experiment results

SISCOF-Contador-de-Colonias-Bacterianas é uma ferramenta que utiliza Python e Streamlit para contar colônias bacterianas em imagens de placas de Petri. O sistema permite upload de imagens, zoom interativo e detecção automática, tornando a análise mais eficiente. 🐙🌱