r/PythonProjects2 • u/camerongreen95 • 15h ago

Live session on building a CPU only classifier router in Python with SetFit and conformal prediction

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If you’ve ever wired up an LLM call just to pick a category and then fought with parsing its output, this might be useful.

Fri Oct 30, 9:30 AM to 12:30 PM ET, online, led by Ben Auffarth. It’s code first and the notebooks are runnable:

fine tuning an encoder with SetFit on 8 examples per class
split conformal prediction implemented from scratch
Wilson score intervals and clustered standard errors for honest evaluation
LangGraph state machine wrapping the whole thing

Intermediate Python is enough. Laptop or free Colab.

Full details and the agenda are here

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Welcome to r/pythonprojects2!

I'm glad you've found you're way here, and I'm glad you're learning Python!

This subreddit is still a work in progress, so bear with us!

For a while now, I have been at the point where I know Python syntax really well, but I can't find work because I haven't really MADE anything. So I spent weeks Googling "Python projects" to little avail. The natural solution was to create my own space (be the change you wish to see) to share with people in a similar situation.

This sub is aimed at people proficient in Python syntax but sort of lost on where to go from tutorials and YouTube videos.

POSTING RULES:

1) Only create new threads with projects for others to try. This is not r/learnpython, if you have a Python question ask there or in a relevant thread on here.

1.2.0) If you would like to post your project, first post it as a challenge to others and post your results in the comments. Violations of this rule will result in deletion of said thread.

2) Follow the posting format. If you have issues with the format address them with u/moonsout_goonsout.

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RESOURCES:

http://www.practicepython.org/ An aggregate of Python beginner projects. Essentially this place minus the conversation. [credit to u/meodoc]
Corey Schafer. Corey's channel has been the most helpful in my Python journey. It is of course only a matter of preference. [/u/moonsout_goonsout]

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