[ANN-RFC] TopoChains.jl v0.1 - flexibly define multi-input multi-output models

[reemmasoud123]

LSTM training for a sequence of multiple features using a batch size 30

I am trying to do batch training using LSTM for a time series data with multiple features. Assuming I have 5000 samples and 5 features for each sample. The input uses 14 days into the past and the output is a single value on the 15th day. (My time step is 14). The size of my data is the following: xtrain: (5000,14,5) ytrain: (5000,1,1) My model is below. How do I train my data by using a batch size of 30? I tried using DataLoader and Flux.train but they are both not working with this input s…

Hello,

I posted the above question, and I was wondering if TopoChains can be used to solve my issue of multiple features in a sequence? If so, can you please demonstrate.