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131 symbols 355 edges 22 files 74 documented · 56% ● updated 9y ago★ 521 open issues

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⨍ Functions 111◇ Types & classes 20

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Core symbols most depended-on inside this repo

↓ 5 filesPartitionValidator

A validator that evaluates topic (cluster) memberships based on an external set of ground truth classes. Note: we assume both the …

unsupervised/validation.py

↓ 2 filesSphericalKMeans

Basic implementation of Spherical K-Means (SKM), backed by a generalized K-Means implementation that uses cosine distances. Term …

unsupervised/skm.py

↓ 2 filesSklNMF

Wrapper class backed by the scikit-learn package NMF implementation.

unsupervised/nmf.py

↓ 2 filesMalletLDA

Wrapper class for Mallet. Requires that a binary version of Mallet 2.0 is available locally.

unsupervised/lda.py

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Method 78

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unsupervised/hungarian.py23 symbols

unsupervised/ensemble.py20 symbols

unsupervised/validation.py16 symbols

unsupervised/rankings.py15 symbols

unsupervised/lda.py11 symbols

unsupervised/skm.py10 symbols

unsupervised/nmf.py10 symbols

unsupervised/util.py8 symbols

text/util.py5 symbols

parse-text.py3 symbols

validate-topics.py1 symbols

topic-stability.py1 symbols

For agents

$ claude mcp add topic-stability \
  -- python -m otcore.mcp_server <graph>

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github.com/derekgreene/topic-stability @main

Core symbols most depended-on inside this repo

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