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timeseriescin's Introduction

TimeSeriesCIn

Repositório com os códigos para a monitoria da disciplina de séries temporais da pós-graduação em Inteligência Computacional do Centro de Informática (CIn) - UFPE.

  • [Código 1] - Decomposição da série, ACF, PACF
  • [Código 2] - Simple Exponential, Holt and Winter, Exponential Smoothing, AR
  • [Código 3] - Gerando uma série com um modelo AR
  • [Código 4] - Gerando uma série com um modelo ARMA
  • [Código 5] - ARIMA para previsão de séries temporais
  • [Código 6] - GARCH
  • [Código 7] - Filtro de Kalman com rpy2
  • [Código 8] - Filtro de Kalman com R
  • [Aula 9] - (PDF) Aula sobre MLP para realizar previsões em séries temporais
  • [Código 9] - MLP Regressor
  • [Código 10] - ELM Regressor
  • [Aula 11] - (PDF) Previsão de Séries Temporais na Presença de Mudança de Conceito

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