classifier
11 stories and discussions about classifier, aggregated from every source we track.
Jev is a useful zero-shot classifier, but its probabilities can't be calibrated for your data. Calibration depends on your data distribution, which Jev never sees, so treat its outputs as scores and recalibrate them on…
<p>(I used both AI and vibecoding tags because the article describes training a logistic regression/SVM on LLM output. I thought there was a statistics tag that would have been appropriate but apparently not!)</p>
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Why yes/no decisions span four levels—from deterministic rules and learned associations to semantic policies and reasoning agents.
Banking77: 94.25% accuracy with a 642 KB logistic classifier (embeddings + sklearn) - banking77_gist.py
FPGA example designs that were created using hotstate and the hotc compiler (for more information on the Hotstate Machine see: https://hotwright.com/) - philtomson/hotc_examples
A short note on Jev’s generalization, possible encoder-style architecture and training, and Choice and Noul API examples.
Span-01 is the first hyper-parallel reasoning classifier built for unseen challenges, with true single-forward classification across AI traces.
Dmitri's blog about programming, Clojure, and software development