https://github.com/float-trip/wordvectors, https://github.com/float-trip/wordvectors/archive/refs/heads/master.zip
The easiest way to use these is through the included kit.py
or projector.tensorflow.org.
kit.py
can do the king - crown = man
vector arithmetic, and the projector makes the words go spinny:
(Go to https://projector.tensorflow.org -> "Load" -> Select vectors.tsv
and metadata.tsv
-> Add search query, click label -> "Isolate Points")
Lots of fun things you can do with these, like finding the Marsey you're most closely associated with or clustering everyone into houses.
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!codecels this is way cool
unfortunately I am stuck in dependency HELL trying to get spacy to work, if anyone knows how to solve
let me know 😅 (yes I ran
python -m spacy download en_core_web_sm
and it DIDN'T WORK )Jump in the discussion.
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magnitude needs python 3.9 (
asdf install python 3.9.12 && asdf local python 3.9.12
if you haveasdf
)then it should just be
pip install pymagnitude matplotlib networkx numpy scikit-learn
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I got it with a venv now where is frequencies.json? I don't see it in the repo, I guess it contains how often each token appears?
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