Numpy reshape() and arange()
Just learning about these numpy functions that are useful in array manipulation (and creation). np.arrange The arange() function from numpy creates numeric sequences. It's syntax is as follows: np.arrange (start,…
Preparing data for an LSTM network
In this post I'm going to be working out and learning out preparing data for LSTM networks, particularly data with several features. With LSTM networks we are able to deal…
LSTM Networks 1D 2D 3D arrays explained
The input to every LSTM network layer must be 3D. But what does this mean? Let's consider a sequence of multiple time steps with 1 feature. This could be a…