Time_series_RNN

This repository contains the code to generate timeseries prediction with the RNN family

This notebook is associated with an article How to use Deep Learning with Time Series?

Content

• Number of stars
• Clean the data
  • Moving average
  • Window method
• Rescaled index into dates
• Deep learning
  • SimpleRNN
  • LSTM
  • GRU
  • Stacked models
  • Bidirectional
  • Stacked Bidirectional
  • CNN-LSTM
  • CNN-GRU