Data Science, Machine Learning, Time Series Forecasting, Lstm, Deep Learning.
When using LSTM for time series forecasting, people tend to fall into a common trap. To explain it we need to review how regressors and forecasers work. This is how a forecasting algorithm deals with a time series: Meanwhile, a regression problem looks like this: Because LSTM is a regressor, we