Pinned Repositories
A-Simple-Keras-Deep-Learning-Script-To-Sum-Five-Binary-Numbers
A simple Deep Learning script made with the API Keras to sum five "binary" (0 or 1) numbers, or, how to use a cannon to kill a mosquito.
corona-analytic-api
API that generates information about coronavirus (COVID19) cases in the states of Brazil and other parts of the world
covid19
SIR code in python to model the spread of COVID-19
Deep-Learning-na-analise-de-imagens-de-raio-x-para-auxilio-na-decisao-clinica-de-COVID-19
Parte 2 do desafio "IA E CIÊNCIA DE DADOS PARA APOIO A DECISÃO CLÍNICA" da Hackathon 'Hackcovid19' do Centro Brasileiro de Pesquisas Físicas, modelo de Deep Neural fazendo diagnostico em radiografias de pulmão.
Estimativa-de-mortes-por-COVID-19-subnotificadas-no-Brasil---D051---HACKCOVID-19
Parte 1 do desafio "IA E CIÊNCIA DE DADOS PARA APOIO A DECISÃO CLÍNICA" da Hackathon 'Hackcovid19' do Centro Brasileiro de Pesquisas Físicas, onde utilizamos conceitos simples de estatística, probabilidade e 'datascience' para tentar estimar a quantidade de casos de mortes por Síndrome Respiratória Aguda que foram causadas por COVID-19, porém não foram reportadas como tal.
Extracting-the-Ideality-Factor-of-a-Diode-on-the-Single-Diode-Solar-Cell-Model-with-Deep-Learning
A simple script with Keras to estimate/extract the Ideality Factor of a diode on the Single Diode Solar Cell Model based on points/data of an IV Curve
Forecasting-the-COVID-19-Confirmed-Cases-With-Deep-Feedforward-Neural-Networks
These scripts try to forecast the number of confirmed cases of COVID-19 on Minas Gerais, a Brazil's state. With Feedforward Neural Networks we can try to vaguely estimate the cases in some days at the future, but they arent the best network structure for this type of problem.
PINN-data-driven-discovery-of-Fluid-Mechanics-equations-Navier-Stokes-and-Burgers
PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
Pre-processamento-em-Espectrometria-de-Massa-para-Modelos-de-Aprendizado-de-Maquina
GREMLING - Machine Learning Research and Study Group's Repositories
Gremling-Machine-Learning-Study-Group/A-Simple-Keras-Deep-Learning-Script-To-Sum-Five-Binary-Numbers
A simple Deep Learning script made with the API Keras to sum five "binary" (0 or 1) numbers, or, how to use a cannon to kill a mosquito.
Gremling-Machine-Learning-Study-Group/Deep-Learning-na-analise-de-imagens-de-raio-x-para-auxilio-na-decisao-clinica-de-COVID-19
Parte 2 do desafio "IA E CIÊNCIA DE DADOS PARA APOIO A DECISÃO CLÍNICA" da Hackathon 'Hackcovid19' do Centro Brasileiro de Pesquisas Físicas, modelo de Deep Neural fazendo diagnostico em radiografias de pulmão.
Gremling-Machine-Learning-Study-Group/Estimativa-de-mortes-por-COVID-19-subnotificadas-no-Brasil---D051---HACKCOVID-19
Parte 1 do desafio "IA E CIÊNCIA DE DADOS PARA APOIO A DECISÃO CLÍNICA" da Hackathon 'Hackcovid19' do Centro Brasileiro de Pesquisas Físicas, onde utilizamos conceitos simples de estatística, probabilidade e 'datascience' para tentar estimar a quantidade de casos de mortes por Síndrome Respiratória Aguda que foram causadas por COVID-19, porém não foram reportadas como tal.
Gremling-Machine-Learning-Study-Group/Extracting-the-Ideality-Factor-of-a-Diode-on-the-Single-Diode-Solar-Cell-Model-with-Deep-Learning
A simple script with Keras to estimate/extract the Ideality Factor of a diode on the Single Diode Solar Cell Model based on points/data of an IV Curve
Gremling-Machine-Learning-Study-Group/Forecasting-the-COVID-19-Confirmed-Cases-With-Deep-Feedforward-Neural-Networks
These scripts try to forecast the number of confirmed cases of COVID-19 on Minas Gerais, a Brazil's state. With Feedforward Neural Networks we can try to vaguely estimate the cases in some days at the future, but they arent the best network structure for this type of problem.
Gremling-Machine-Learning-Study-Group/Pre-processamento-em-Espectrometria-de-Massa-para-Modelos-de-Aprendizado-de-Maquina
Gremling-Machine-Learning-Study-Group/corona-analytic-api
API that generates information about coronavirus (COVID19) cases in the states of Brazil and other parts of the world
Gremling-Machine-Learning-Study-Group/covid19
SIR code in python to model the spread of COVID-19
Gremling-Machine-Learning-Study-Group/PINN-data-driven-discovery-of-Fluid-Mechanics-equations-Navier-Stokes-and-Burgers
Gremling-Machine-Learning-Study-Group/PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
Gremling-Machine-Learning-Study-Group/PINNs-TF2.0
TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
Gremling-Machine-Learning-Study-Group/Solucao-das-Equacoes-de-Einstein-com-Machine-Learning
Repositório com códigos e textos acerca do trabalho de conclusão de curso "Solução das Equações de Einstein com Machine Learning" e trabalhos associados.