raphateixeira Goto Github PK

followers: 23.0 following: 111.0 repos: 74.0 gists: 0.0

Name: Raphael Teixeira

Type: User

Company: Universidade Federal do Pará

Bio: UFPA Tucuruí @UFPA_Oficial : Matemática Aplicada, Sistemas dinâmicos, Identificação, Controle e Inteligência Computacional;

Twitter: TxRaphael

Location: Tucuruí, Pará, Brasil

Blog: https://raphateixeira.github.io/

Olá, sou Raphael Teixeira professor de engenharia no Campus de Tucuruí da UFPA. Tenho interesse em identificação, análise e controle de sistemas dinâmicos, em uma abordagem guiada por dados com algoritmos de inteligência computacional.

https://raphateixeira.github.io/

Raphael Teixeira's Projects

circuitos-ii

Repositório da disciplina Circuitos elétricos II

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

convolutional-attention-neural-network-for-induction-motors

Effective Fault Diagnosis Based on Wavelet and Convolutional Attention Neural Network for Induction Motors

d2l-pt

Livro Interativo de Deep Learning com Multiplos Frameworks, Conceitos Matemáticos e Discussões

databook_python

IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz

datadrivendynsyst

Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deep-symbolic-optimization

A deep learning framework for symbolic optimization.

discentesppgcc

Site Discentes PPGCC/PUCRS:

dynamics-and-control

Jupyter notebooks for Dynamics and Control

efficientmpc

Efficient Model Predictive Control Implementation

eletronicapotencia

espaco-de-estados

Material sobre modelagem e controle usando espaço de estados

exams

fam

Repositório da disciplina de fundamentos de aprendizagem de máquina (UFPA-NDAE-PPCA)

fourier-analysis

Learn Fourier analysis using live scripts and apps.

gan-for-data-augmentation

By generating new images using DCGAN, WGAN, and VAE-GAN, this project aims to diversify and enrich training datasets, preventing overfitting and improving model generalization.