Julien Cornebise

Delicious idea. I think we might be getting to a point where it might make sense to explicitely formulate a latent variable model, which could capture individual's personal use of...

Thanks Giorgios! Always happy to geek out with others :) Agreed with you, there should be deep connections between both approaches. I need to put pen on paper to formalise...

Happy to work in the open for a good part :) The more eyes, the shallower the problems! I would normally use Overleaf and Latex, but not sure how good...

Oh you do?? Answer as in: - method to compute it importance, or - user-based definition of importance, or - "Does pol.is have a preferred one that supports equations? "...

The plot thickens even more: Except for the unit tests, the only usage of `to_dict()` that I can find is in `ConversationManager._save_conversation()`. That is a no-op unless a data directory...

Claude Code's helpful summary: ----- Feature | get_full_data() | to_dynamo_dict() -- | -- | -- Key format | conversation_id | zid Moderation | Nested dict | Flat lists Computed aggregates...

See also #2290 , to address some type conversions of keys in `to_dict()`. Are they needed? 🤷

Note: next step will be to : - [x] fix the test runner that can't load -- something probably changed under our feet :) - [ ] try comparison on...

Don't mind the failure of the python/python regression tests: the golden record was computer before the fix, and needs to be updated. However: - 1/ Gosh the creation of the...

## Investigation: Why PCA regression tests fail for large conversations (e.g., BG2050) ### Summary The Python PCA implementation matches Clojure for small conversations but diverges significantly for large ones. After...