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Prediction of Dengue Disease Spread based on Time-Series Analysis

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Predição de Número de Casos de Dengue

Repositorio do projeto da disciplina de "Dados, Inferência e Aprendizagem" ministrada no 2o Semestre de 2019 pelos professores José Cândido Silveira Santos Filho e Flavio du Pin Calmon

Alunos: Antonio José Pinheiro Prado Juliano Siloto Assine Luiz Eduardo Pita Mercês Almeida

Relatorio 1

Planos para Relatorio 2

Links Uteis

https://github.com/miguelTorresPorta/TimeSeries/blob/master/timeSeries.ipynb https://machinelearningmastery.com/time-series-forecasting-methods-in-python-cheat-sheet/ https://machinelearningmastery.com/make-sample-forecasts-arima-python/ https://machinelearningmastery.com/arima-for-time-series-forecasting-with-python/ https://arxiv.org/pdf/1709.01907.pdf https://github.com/philipperemy/keras-tcn http://www.dca.fee.unicamp.br/~lboccato/EFC1_IA006_1s2019.pdf

How-To

docker build -t dengai .
docker run --rm -it --name dengai -v $PWD:/tf dengai

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