Hi all. A small question regarding encoding the position of inputs to a transformer model. How would you encode a set of sequences to a (bidirectional) transformer? For a sequence we have positional encodings. For a set we can just work without them. What about a set of sequences {s\_1, …, s\_n}, where each s\_1,…

Hi guys, I am requesting your support in helping us grow a larger audience by sharing our twitter page. It is a brand new page so we are just getting started with followers. All we do is share unused holiday packages to interested travellers so they can find a last minute deal and help those…

One of the gaps I kept hitting in SEO audits was the **lack of a clean visual archive** of SERPs across time — especially for high-value commercial queries. So I built a desktop tool (macOS, Electron + Chromium) that: \- Accepts a keyword list \- Automates browser sessions \- Captures full-page SERP screenshots \- Saves…

“Attention Is All You Need” is the seminal paper that set off the generative AI revolution we are all experiencing. Raise your GPUs today for these incredibly smart and important people.

not sure what the spikeyness is caused from… was thinking weekends maybe? FX vol surface for EURUSD above

Hi all Iv been developing my own stratergy and completed (they are never complete right?) my engine and deployment system. My strategy shows good promise but is fully technical (loosely based around opening range, RVOL and technical sentiment / daily bias) I’m looking to throw market sentiment into the mix and see if I can…