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A Long Short Term Memory (LSTM) is a neural network architecture that contains recurrent NN blocks that can remember a value for an arbitrary length of time.

1 vote
0 answers
29 views

How to analyze data before building a timeseries forecasting model?

I want to build a timeseries forecasting model which uses LSTM layers, I want to know what analysis we have to do prior to fitting the model? …
MasterBlasterCoder's user avatar
4 votes
2 answers
8k views

How to inverse-difference time series data?

I'm preparing a time series model with LSTM, I noticed that the time series data is not stationary so I used diff(period=1) in pandas. I fitted the LSTM model and it looks good. …
MasterBlasterCoder's user avatar