I want to make a multivariate prediction based on my custom dataset with a mix of texts and time series. It sounds like:
input_text = "...." # a paragraph
input_ts = [t0, t1, ..., tn] # input_ts[t] refers to the value at t-th timestep
output = [0.5, 2.11, ...] # a 1-D float array
model = ModelFromAutoMM()
pred = model(input_text, input_ts)
evaluate(pred, output)
I wish to build the AutoML pipeline using AutoGluon (currently v1.1.1)? Is it available now?
By the way, I was wondering if there is any other AutoML framework or library working on this task?