piwheels

scptm

SCPTM: Structural Contextual Probabilistic Topic Model — a VAE-GNN topic model with syntactic dependency graphs, contextual word embeddings, and beta temperature scaling.

Installation

In a virtualenv (see these instructions if you need to create one):

pip3 install scptm

Dependencies

• torch-geometric
• torch
• tqdm
• matplotlib
• scikit-learn
• numpy
• scipy
• pandas
• spacy
• umap-learn
• plotly
• sentence-transformers

Releases

Version	Released	Bookworm Python 3.11	Trixie Python 3.13	Files
0.2.1	2026-09-07
scptm-0.2.1-py3-none-any.whl (52 KB)
0.2.0	2026-06-12
scptm-0.2.0-py3-none-any.whl (45 KB)

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