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Author:
Alfredo Hernández Inostroza
Summary:
Map a scientific literature from its citation network: Leiden/CPM communities across a resolution sweep, quality and well-connectedness metrics, keyword labels and an interactive map, as a reproducible Hamilton + DVC pipeline.
Latest version:
0.1.0
Required dependencies:
cdlib
|
dvc
|
dvc-s3
|
fa2
|
graphviz
|
igraph
|
leidenalg
|
matplotlib
|
networkx
|
numpy
|
pandas
|
pillow
|
pyarrow
|
python-dotenv
|
pyyaml
|
scikit-learn
|
scipy
|
sf-hamilton
|
shapely
|
typer
|
wordcloud
Optional dependencies:
adapters
|
bertopic
|
google-genai
|
hdbscan
|
pytest
|
ruff
|
scientographer
|
sf-hamilton
|
torch
|
transformers
|
umap-learn
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