You are the primary audience. Time series forecasting with deep learning is fraught with inconsistency. Someone on r/ML went pretty hard on detailing a survey and the stuff that was SOTA 10 years ago still is. Wish I saved that thread. The dude was well published.
edit: found it https://www.reddit.com/r/MachineLearning/comments/pe1lst/r_i...
Turns out it was about time series anomaly detection, but if you can detect, you can forecast if your model is generative