Hey thanks for your comments. Two things-

1) By ads do you mean sponsored segments? If so, I've already taken them off for my recent articles. I tried them out, the reception wasn't great, so I removed them. Other than that, I do have a CTA for my newsletter at the end of every writeup. Do you find that distracting as well?

2) Re- the removal of ARIMA, great catch. I think the purpose of this writeup was to argue against Transformers rather than argue for DLinear. Which is why they didn't have it compared to non Transformer Baselines (not even LSTMs were compared extensively). Which is why it's not too weird that they didn't have these comparisons.