Giters

automl / CAAFE

Semi-automatic feature engineering process using Language Models and your dataset descriptions. Based on the paper "LLMs for Semi-Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering" by Hollmann, Müller, and Hutter (2023).

Home Page:http://priorlabs.ai

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

[BUG] Notebooks out of sync with code base?

aiwalter opened this issue · comments

commented

Hi together,

interesting work! I wanted to have a closer look and therefore I tried to run the 2 notebooks but it seems like they are out of sync with current PyPI version of caafe==0.1.6. Which version do I need to install to run the notebooks? I tried to fix some installs and imports in the notebooks but still get another exception deeper in the code.

commented

Hi Walter,

Thanks for spotting this. I didn't keep these notebooks up-to-date, but there is a colab notebook that I am maintaining: https://colab.research.google.com/drive/1mCA8xOAJZ4MaB_alZvyARTMjhl6RZf0a
This is using the newest Pypi package. If you are running the notebooks provided in this repo, please use the newest caafe version. Since it is hard for me to maintain these different sources, I decided to drop the notebooks in this repo and just point to the colab. Hope that notebook works for you?

I also just noticed I had even left my API keys in the notebooks, even when they were already disabled. Maybe that caused your error, are you using your own OpenAI Access key?

commented

Ok great thx, I saw the key but thought you have set probably a limit on it for convenience for users. Dont worry I didnt make more than 5 calls - if even one :)